Please feel free to view and download the dataset here
For comments, feedback, or question please Contact Us at: Tariq.AlShoura@ucalgary.ca

Please cite the following paper if using the dataset:

Tariq Al Shoura, Ali Mollaahmadi Dehaghi, Reza Razavi, Behrouz Far, and Mohammad Moshirpour. 2023. SEPE Dataset: 8K Video Sequences and Images for Analysis and Development. In Proceedings of the 14th ACM Multimedia Systems Conference (MMSys ’23), June 7–10, 2023, Vancouver, BC, Canada. doi: https://doi.org/10.1145/3587819.3592560

Please checkout the VIDEA-8K-60FPS here :

GitHub: https://github.com/talshoura/VIDEA-8K-60FPS-Dataset
Paper: https://doi.org/10.1145/3746027.3758278

⚬ Sequence 001	⚬ Sequence 002	⚬ Sequence 003	⚬ Sequence 004
⚬ Sequence 005	⚬ Sequence 006	⚬ Sequence 007	⚬ Sequence 008
⚬ Sequence 009	⚬ Sequence 010	⚬ Sequence 011	⚬ Sequence 012
⚬ Sequence 013	⚬ Sequence 014	⚬ Sequence 015	⚬ Sequence 016
⚬ Sequence 017	⚬ Sequence 018	⚬ Sequence 019	⚬ Sequence 020
⚬ Sequence 021	⚬ Sequence 022	⚬ Sequence 023	⚬ Sequence 024
⚬ Sequence 025	⚬ Sequence 026	⚬ Sequence 027	⚬ Sequence 028
⚬ Sequence 029	⚬ Sequence 030	⚬ Sequence 031	⚬ Sequence 032
⚬ Sequence 033	⚬ Sequence 034	⚬ Sequence 035	⚬ Sequence 036
⚬ Sequence 037	⚬ Sequence 038	⚬ Sequence 039	⚬ Sequence 040

Bitrates used for each video codec and resolution combination.

Table 1. Bitrates used for each video codec and resolution combination

Resolution		Codec	Bitrate (Mbps)
8K	8192 × 4320	HEVC	150
		H.264¹	150
		AV1	65
4K	4096 × 2160	HEVC	45
		H.264	45
		AV1	17.5
2K	2731 × 1440	HEVC²	20
		H.264	20
		AV1	8.5
1K	2048 × 1080	HEVC	10
		H.264	10
		AV1	4.5
720p	1365 × 720	HEVC³	6.5
		H.264	6.5
		AV1	3
480p	910 × 480	HEVC	5
		H.264	5
		AV1	2

¹ No Hardware acceleration support
² (2732 × 1440) for HEVC due to nvenc library constrictions
³ (1366 × 720) for HEVC due to nvenc library constrictions

Spatial and Temporal Perceptual Information Distribution.

Figure 1. Spatial and Temporal Information Distribution

Video Sequences Details and Encoding Evaluation.

Full frame-by-frame of the evaluation metrics is available Here
The video sequences are available Here
The encoded video files are available Here

Size of all sequences: ~472 GB
Size of encoded videos: ~302 MB

Sequence 001

Figure 2. First Frame of Sequence 001

Raw Sequence Size: 9.97 GB
Source: HERE

Table 2. Description of encoded videos using sequence 001 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
001_av1_1K.mp4	AV1	2048x1080	yuv420p	4.97	3.97	1	299	0	37.75	31.96	230.19	0.861
001_av1_2K.mp4	AV1	2731x1440		10.46	8.36	1	299	0	38.30	31.82	230.72	0.852
001_av1_480p.mp4	AV1	910x480		2.01	1.60	1	299	0	39.73	32.38	230.64	0.851
001_av1_4K.mp4	AV1	4096x2160		24.26	19.39	1	299	0	40.46	31.73	230.81	0.861
001_av1_720p.mp4	AV1	1365x720		3.12	2.49	1	299	0	37.72	32.15	230.77	0.852
001_av1_8K.mp4	AV1	8192x4320		106.44	85.07	1	299	0	49.84	31.56	231.24	0.856
001_h264_1K.mp4	H264	2048x1080		12.75	10.19	2	76	222	37.81	31.78	230.68	0.860
001_h264_2K.mp4	H264	2731x1440		26.78	21.40	2	77	221	38.26	31.63	231.06	0.852
001_h264_480p.mp4	H264	910x480		5.62	4.49	2	76	222	39.64	32.16	230.32	0.850
001_h264_4K.mp4	H264	4096x2160		60.25	48.15	2	78	220	40.44	31.59	231.27	0.860
001_h264_720p.mp4	H264	1365x720		7.99	6.39	2	76	222	37.68	31.88	230.81	0.851
001_h264_8K.mp4	H264	8192x4320		199.20	159.20	2	259	39	49.71	31.59	231.48	0.856
001_hevc_1K.mp4	HEVC	2048x1080		13.17	10.53	2	76	222	37.69	31.81	230.64	0.860
001_hevc_2K.mp4	HEVC	2732x1440		26.38	21.08	2	76	222	36.10	31.56	231.89	0.850
001_hevc_480p.mp4	HEVC	910x480		5.73	4.58	2	76	222	39.44	32.19	230.19	0.851
001_hevc_4K.mp4	HEVC	4096x2160		59.80	47.79	2	76	222	40.30	31.62	231.22	0.860
001_hevc_720p.mp4	HEVC	1366x720		8.46	6.76	2	76	222	33.73	31.66	232.70	0.848
001_hevc_8K.mp4	HEVC	8192x4320		199.13	159.15	2	76	222	49.82	31.51	231.48	0.856

Sequence 002

Figure 3. First Frame of Sequence 002

Raw Sequence Size: 6.31 GB
Source: HERE

Table 3. Description of encoded videos using sequence 002 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
002_av1_1K.mp4	AV1	2048x1080	yuv420p	5.57	4.45	1	299	0	79.92	41.35	23.44	0.976
002_av1_2K.mp4	AV1	2731x1440		10.44	8.34	1	299	0	78.96	41.36	23.50	0.974
002_av1_480p.mp4	AV1	910x480		2.41	1.93	1	299	0	80.78	41.56	23.29	0.974
002_av1_4K.mp4	AV1	4096x2160		18.18	14.53	1	299	0	77.89	41.40	23.52	0.976
002_av1_720p.mp4	AV1	1365x720		3.61	2.88	1	299	0	80.83	41.44	23.38	0.974
002_av1_8K.mp4	AV1	8192x4320		77.00	61.54	1	299	0	76.35	41.32	23.58	0.975
002_h264_1K.mp4	H264	2048x1080		9.14	7.30	2	76	222	79.69	40.79	23.60	0.975
002_h264_2K.mp4	H264	2731x1440		16.94	13.54	2	76	222	78.70	40.85	23.70	0.974
002_h264_480p.mp4	H264	910x480		2.70	2.15	2	76	222	79.91	40.81	23.58	0.973
002_h264_4K.mp4	H264	4096x2160		41.10	32.84	2	76	222	77.89	40.95	23.63	0.976
002_h264_720p.mp4	H264	1365x720		4.71	3.76	2	76	222	80.29	40.81	23.58	0.973
002_h264_8K.mp4	H264	8192x4320		194.86	155.73	2	75	223	76.23	41.21	23.65	0.975
002_hevc_1K.mp4	HEVC	2048x1080		8.13	6.50	2	76	222	79.42	40.95	23.57	0.975
002_hevc_2K.mp4	HEVC	2732x1440		13.73	10.97	2	76	222	76.44	40.93	23.95	0.973
002_hevc_480p.mp4	HEVC	910x480		2.39	1.91	2	76	222	79.74	40.84	23.60	0.973
002_hevc_4K.mp4	HEVC	4096x2160		30.40	24.30	2	76	222	77.68	41.11	23.60	0.976
002_hevc_720p.mp4	HEVC	1366x720		4.15	3.32	2	76	222	73.98	40.67	24.54	0.971
002_hevc_8K.mp4	HEVC	8192x4320		125.21	100.07	2	76	222	76.23	41.15	23.64	0.975

Sequence 003

Figure 4. First Frame of Sequence 003

Raw Sequence Size: 7.56 GB
Source: HERE

Table 4. Description of encoded videos using sequence 003 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
003_av1_1K.mp4	AV1	2048x1080	yuv420p	5.53	4.42	1	299	0	11.93	35.13	474.33	0.694
003_av1_2K.mp4	AV1	2731x1440		10.50	8.39	1	299	0	9.39	35.10	475.78	0.700
003_av1_480p.mp4	AV1	910x480		2.47	1.97	1	299	0	18.86	35.30	460.28	0.695
003_av1_4K.mp4	AV1	4096x2160		19.20	15.35	1	299	0	6.55	35.00	476.06	0.696
003_av1_720p.mp4	AV1	1365x720		3.71	2.96	1	299	0	15.35	35.12	471.23	0.697
003_av1_8K.mp4	AV1	8192x4320		74.66	59.67	1	299	0	4.06	35.04	476.63	0.699
003_h264_1K.mp4	H264	2048x1080		12.17	9.73	2	76	222	11.79	35.02	474.23	0.694
003_h264_2K.mp4	H264	2731x1440		23.98	19.16	2	76	222	9.32	34.95	475.77	0.700
003_h264_480p.mp4	H264	910x480		5.77	4.61	2	76	222	18.69	35.29	460.65	0.695
003_h264_4K.mp4	H264	4096x2160		53.49	42.75	2	76	222	6.54	34.85	476.74	0.696
003_h264_720p.mp4	H264	1365x720		8.19	6.55	2	76	222	15.15	35.11	470.33	0.697
003_h264_8K.mp4	H264	8192x4320		190.72	152.42	2	76	222	4.05	34.97	477.01	0.698
003_hevc_1K.mp4	HEVC	2048x1080		12.66	10.12	2	76	222	11.81	35.03	474.23	0.695
003_hevc_2K.mp4	HEVC	2732x1440		25.58	20.44	2	76	222	8.07	34.90	478.07	0.696
003_hevc_480p.mp4	HEVC	910x480		5.73	4.58	2	76	222	18.71	35.25	461.05	0.695
003_hevc_4K.mp4	HEVC	4096x2160		58.22	46.53	2	76	222	6.52	34.89	476.50	0.696
003_hevc_720p.mp4	HEVC	1366x720		8.24	6.58	2	76	222	13.12	35.04	475.87	0.689
003_hevc_8K.mp4	HEVC	8192x4320		200.12	159.93	2	76	222	4.05	34.90	476.97	0.698

Sequence 004

Figure 5. First Frame of Sequence 004

Raw Sequence Size: 6.27 GB
Source: HERE

Table 5. Description of encoded videos using sequence 004 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
004_av1_1K.mp4	AV1	2048x1080	yuv420p	5.53	4.42	1	299	0	72.83	36.29	215.01	0.920
004_av1_2K.mp4	AV1	2731x1440		10.48	8.38	1	299	0	74.26	36.44	215.12	0.914
004_av1_480p.mp4	AV1	910x480		2.43	1.94	1	299	0	67.88	36.28	215.12	0.914
004_av1_4K.mp4	AV1	4096x2160		19.21	15.35	1	299	0	75.87	36.39	215.15	0.920
004_av1_720p.mp4	AV1	1365x720		3.69	2.95	1	299	0	70.61	36.57	215.14	0.914
004_av1_8K.mp4	AV1	8192x4320		75.61	60.43	1	299	0	77.49	36.39	215.34	0.917
004_h264_1K.mp4	H264	2048x1080		10.95	8.75	2	76	222	72.64	36.02	215.37	0.919
004_h264_2K.mp4	H264	2731x1440		20.97	16.76	2	76	222	74.15	36.22	215.23	0.914
004_h264_480p.mp4	H264	910x480		3.41	2.73	2	76	222	67.63	36.05	215.07	0.913
004_h264_4K.mp4	H264	4096x2160		46.38	37.06	2	76	222	75.87	36.19	215.43	0.920
004_h264_720p.mp4	H264	1365x720		6.44	5.15	2	76	222	70.42	36.23	215.32	0.914
004_h264_8K.mp4	H264	8192x4320		190.99	152.64	2	78	220	77.30	36.35	215.43	0.917
004_hevc_1K.mp4	HEVC	2048x1080		11.99	9.58	2	76	222	72.56	36.09	215.34	0.919
004_hevc_2K.mp4	HEVC	2732x1440		23.21	18.55	2	76	222	69.26	36.20	216.38	0.914
004_hevc_480p.mp4	HEVC	910x480		3.26	2.61	2	76	222	67.59	36.09	215.03	0.913
004_hevc_4K.mp4	HEVC	4096x2160		48.00	38.36	2	76	222	75.79	36.25	215.41	0.920
004_hevc_720p.mp4	HEVC	1366x720		5.94	4.75	2	76	222	62.89	36.14	218.72	0.911
004_hevc_8K.mp4	HEVC	8192x4320		164.67	131.61	2	76	222	77.46	36.27	215.45	0.917

Sequence 005

Figure 6. First Frame of Sequence 005

Raw Sequence Size: 17.17 GB
Source: HERE

Table 6. Description of encoded videos using sequence 005 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
005_av1_1K.mp4	AV1	2048x1080	yuv420p	6.03	4.82	1	299	0	12.43	33.88	131.55	0.695
005_av1_2K.mp4	AV1	2731x1440		11.59	9.26	1	299	0	10.04	33.43	135.89	0.706
005_av1_480p.mp4	AV1	910x480		2.73	2.18	1	299	0	24.77	35.34	109.96	0.705
005_av1_4K.mp4	AV1	4096x2160		23.94	19.13	1	299	0	7.88	33.06	139.23	0.693
005_av1_720p.mp4	AV1	1365x720		4.06	3.25	1	299	0	17.11	34.57	122.95	0.706
005_av1_8K.mp4	AV1	8192x4320		92.75	74.13	1	299	0	5.84	32.63	141.49	0.699
005_h264_1K.mp4	H264	2048x1080		13.90	11.11	2	76	222	12.20	34.02	130.79	0.694
005_h264_2K.mp4	H264	2731x1440		27.95	22.34	2	76	222	9.95	33.63	135.70	0.706
005_h264_480p.mp4	H264	910x480		7.25	5.79	2	76	222	24.49	35.27	110.48	0.701
005_h264_4K.mp4	H264	4096x2160		62.56	50.00	2	76	222	7.82	33.15	139.34	0.693
005_h264_720p.mp4	H264	1365x720		9.30	7.44	2	76	222	16.85	34.72	122.58	0.705
005_h264_8K.mp4	H264	8192x4320		210.06	167.88	2	76	222	5.76	32.78	141.30	0.699
005_hevc_1K.mp4	HEVC	2048x1080		13.19	10.54	2	76	222	12.28	33.90	131.28	0.694
005_hevc_2K.mp4	HEVC	2732x1440		26.31	21.03	2	76	222	10.14	33.49	134.44	0.710
005_hevc_480p.mp4	HEVC	910x480		7.00	5.60	2	76	222	24.52	35.24	110.59	0.702
005_hevc_4K.mp4	HEVC	4096x2160		59.11	47.24	2	76	222	7.84	33.03	139.30	0.693
005_hevc_720p.mp4	HEVC	1366x720		9.05	7.23	2	76	222	17.75	34.61	120.42	0.713
005_hevc_8K.mp4	HEVC	8192x4320		197.01	157.45	2	76	222	5.84	32.57	141.66	0.699

Sequence 006

Figure 7. First Frame of Sequence 006

Raw Sequence Size: 16.86 GB
Source: HERE

Table 7. Description of encoded videos using sequence 006 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
006_av1_1K.mp4	AV1	2048x1080	yuv420p	5.03	4.02	1	299	0	5.25	35.06	229.88	0.920
006_av1_2K.mp4	AV1	2731x1440		10.43	8.33	1	299	0	7.70	34.73	230.79	0.917
006_av1_480p.mp4	AV1	910x480		2.40	1.92	1	299	0	3.70	35.55	229.44	0.916
006_av1_4K.mp4	AV1	4096x2160		20.18	16.13	1	299	0	11.29	34.41	231.05	0.920
006_av1_720p.mp4	AV1	1365x720		3.01	2.41	1	299	0	3.50	35.25	230.11	0.916
006_av1_8K.mp4	AV1	8192x4320		68.53	54.77	1	299	0	29.24	33.87	232.39	0.918
006_h264_1K.mp4	H264	2048x1080		12.99	10.38	2	294	4	5.26	34.76	230.09	0.920
006_h264_2K.mp4	H264	2731x1440		26.54	21.21	2	298	0	7.71	34.51	230.84	0.917
006_h264_480p.mp4	H264	910x480		4.93	3.94	2	167	131	3.69	35.30	229.46	0.916
006_h264_4K.mp4	H264	4096x2160		59.45	47.51	2	298	0	11.31	34.16	231.14	0.920
006_h264_720p.mp4	H264	1365x720		8.08	6.45	2	233	65	3.46	35.15	229.95	0.916
006_h264_8K.mp4	H264	8192x4320		222.55	177.86	2	298	0	30.14	33.76	232.88	0.918
006_hevc_1K.mp4	HEVC	2048x1080		13.13	10.49	2	76	222	5.25	34.85	229.98	0.920
006_hevc_2K.mp4	HEVC	2732x1440		26.50	21.18	2	76	222	7.50	34.59	230.74	0.917
006_hevc_480p.mp4	HEVC	910x480		3.72	2.97	2	76	222	3.68	35.33	229.40	0.916
006_hevc_4K.mp4	HEVC	4096x2160		59.15	47.27	2	76	222	11.33	34.24	231.13	0.920
006_hevc_720p.mp4	HEVC	1366x720		7.17	5.73	2	76	222	3.21	35.15	229.87	0.916
006_hevc_8K.mp4	HEVC	8192x4320		198.74	158.84	2	76	222	30.17	33.70	232.78	0.918

Sequence 007

Figure 8. First Frame of Sequence 007

Raw Sequence Size: 7.99 GB
Source: HERE

Table 8. Description of encoded videos using sequence 007 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
007_av1_1K.mp4	AV1	2048x1080	yuv420p	5.41	4.32	1	299	0	8.66	34.28	213.60	0.777
007_av1_2K.mp4	AV1	2731x1440		10.15	8.12	1	299	0	7.69	34.13	215.72	0.771
007_av1_480p.mp4	AV1	910x480		2.42	1.94	1	299	0	13.84	34.73	204.59	0.770
007_av1_4K.mp4	AV1	4096x2160		20.86	16.67	1	299	0	6.96	34.12	216.91	0.777
007_av1_720p.mp4	AV1	1365x720		3.65	2.92	1	299	0	10.81	34.52	209.93	0.771
007_av1_8K.mp4	AV1	8192x4320		85.78	68.56	1	299	0	7.94	33.99	218.02	0.774
007_h264_1K.mp4	H264	2048x1080		12.97	10.36	2	76	222	8.63	34.12	214.21	0.776
007_h264_2K.mp4	H264	2731x1440		26.79	21.41	2	76	222	7.66	34.06	215.99	0.771
007_h264_480p.mp4	H264	910x480		5.28	4.22	2	76	222	13.75	34.66	204.32	0.770
007_h264_4K.mp4	H264	4096x2160		60.31	48.20	2	76	222	6.94	33.97	217.61	0.776
007_h264_720p.mp4	H264	1365x720		8.04	6.42	2	76	222	10.75	34.43	209.89	0.770
007_h264_8K.mp4	H264	8192x4320		195.68	156.39	2	76	222	7.89	33.99	218.35	0.774
007_hevc_1K.mp4	HEVC	2048x1080		12.88	10.29	2	76	222	8.62	34.15	213.85	0.777
007_hevc_2K.mp4	HEVC	2732x1440		26.19	20.93	2	76	222	7.44	34.03	215.71	0.771
007_hevc_480p.mp4	HEVC	910x480		4.94	3.95	2	76	222	13.74	34.66	204.01	0.771
007_hevc_4K.mp4	HEVC	4096x2160		58.80	46.99	2	76	222	6.94	34.01	217.32	0.777
007_hevc_720p.mp4	HEVC	1366x720		7.78	6.22	2	76	222	10.26	34.34	209.84	0.770
007_hevc_8K.mp4	HEVC	8192x4320		197.76	158.05	2	76	222	7.92	33.92	218.25	0.774

Sequence 008

Figure 9. First Frame of Sequence 008

Raw Sequence Size: 15.32 GB
Source: HERE

Table 9. Description of encoded videos using sequence 008 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
008_av1_1K.mp4	AV1	2048x1080	yuv420p	4.98	3.98	1	299	0	13.37	30.59	386.52	0.724
008_av1_2K.mp4	AV1	2731x1440		9.02	7.21	1	299	0	11.23	30.42	389.65	0.726
008_av1_480p.mp4	AV1	910x480		2.21	1.76	1	299	0	22.66	31.13	371.81	0.723
008_av1_4K.mp4	AV1	4096x2160		18.48	14.77	1	299	0	8.49	30.29	391.56	0.726
008_av1_720p.mp4	AV1	1365x720		3.28	2.62	1	299	0	17.80	30.88	381.08	0.724
008_av1_8K.mp4	AV1	8192x4320		82.33	65.79	1	299	0	5.23	30.08	392.92	0.727
008_h264_1K.mp4	H264	2048x1080		12.81	10.24	2	76	222	13.17	30.60	386.23	0.725
008_h264_2K.mp4	H264	2731x1440		25.95	20.74	2	76	222	11.08	30.43	389.24	0.726
008_h264_480p.mp4	H264	910x480		6.25	4.99	2	76	222	22.35	31.16	370.84	0.723
008_h264_4K.mp4	H264	4096x2160		59.06	47.20	2	76	222	8.40	30.29	391.85	0.726
008_h264_720p.mp4	H264	1365x720		8.43	6.74	2	76	222	17.50	30.83	380.17	0.724
008_h264_8K.mp4	H264	8192x4320		203.21	162.40	2	77	221	5.16	30.17	393.58	0.727
008_hevc_1K.mp4	HEVC	2048x1080		12.93	10.33	2	76	222	13.21	30.60	386.05	0.725
008_hevc_2K.mp4	HEVC	2732x1440		25.98	20.76	2	76	222	9.82	30.33	391.00	0.724
008_hevc_480p.mp4	HEVC	910x480		6.33	5.06	2	76	222	22.40	31.15	370.85	0.723
008_hevc_4K.mp4	HEVC	4096x2160		58.84	47.02	2	76	222	8.40	30.27	391.44	0.726
008_hevc_720p.mp4	HEVC	1366x720		8.29	6.62	2	76	222	15.18	30.69	384.43	0.718
008_hevc_8K.mp4	HEVC	8192x4320		197.35	157.73	2	76	222	5.20	30.06	393.03	0.727

Sequence 009

Figure 10. First Frame of Sequence 009

Raw Sequence Size: 15.00 GB
Source: HERE

Table 10. Description of encoded videos using sequence 009 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
009_av1_1K.mp4	AV1	2048x1080	yuv420p	5.24	4.19	1	299	0	13.03	40.17	149.91	0.707
009_av1_2K.mp4	AV1	2731x1440		9.61	7.68	1	299	0	10.48	39.75	153.02	0.723
009_av1_480p.mp4	AV1	910x480		2.37	1.90	1	299	0	25.32	41.17	134.11	0.717
009_av1_4K.mp4	AV1	4096x2160		19.22	15.36	1	299	0	8.84	39.36	155.09	0.711
009_av1_720p.mp4	AV1	1365x720		3.49	2.79	1	299	0	17.99	40.71	143.57	0.720
009_av1_8K.mp4	AV1	8192x4320		70.09	56.01	1	299	0	8.96	38.74	156.26	0.719
009_h264_1K.mp4	H264	2048x1080		13.69	10.94	2	76	222	12.86	39.65	149.20	0.709
009_h264_2K.mp4	H264	2731x1440		26.91	21.51	2	76	222	10.40	39.55	152.63	0.724
009_h264_480p.mp4	H264	910x480		6.67	5.33	2	76	222	25.05	40.73	133.56	0.718
009_h264_4K.mp4	H264	4096x2160		58.65	46.87	2	76	222	8.82	39.08	155.20	0.711
009_h264_720p.mp4	H264	1365x720		9.10	7.27	2	76	222	17.76	40.39	142.67	0.721
009_h264_8K.mp4	H264	8192x4320		200.91	160.57	3	76	221	8.99	38.57	156.44	0.719
009_hevc_1K.mp4	HEVC	2048x1080		13.26	10.60	2	76	222	12.89	39.78	149.16	0.709
009_hevc_2K.mp4	HEVC	2732x1440		26.52	21.19	2	76	222	11.17	39.66	150.26	0.729
009_hevc_480p.mp4	HEVC	910x480		6.48	5.18	2	76	222	25.09	40.71	133.81	0.718
009_hevc_4K.mp4	HEVC	4096x2160		59.82	47.81	2	76	222	8.82	39.21	154.87	0.711
009_hevc_720p.mp4	HEVC	1366x720		8.98	7.18	2	76	222	19.88	40.33	138.70	0.731
009_hevc_8K.mp4	HEVC	8192x4320		198.07	158.29	2	76	222	8.93	38.61	156.03	0.719

Sequence 010

Figure 11. First Frame of Sequence 010

Raw Sequence Size: 19.83 GB
Source: HERE

Table 11. Description of encoded videos using sequence 010 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
010_av1_1K.mp4	AV1	2048x1080	yuv420p	4.86	3.89	2	298	0	76.95	38.57	327.39	0.956
010_av1_2K.mp4	AV1	2731x1440		9.26	7.40	2	298	0	77.07	37.80	329.46	0.956
010_av1_480p.mp4	AV1	910x480		2.18	1.74	2	298	0	76.31	40.56	325.79	0.956
010_av1_4K.mp4	AV1	4096x2160		18.98	15.17	2	298	0	76.98	36.81	331.19	0.956
010_av1_720p.mp4	AV1	1365x720		3.17	2.53	2	298	0	75.60	39.63	327.24	0.956
010_av1_8K.mp4	AV1	8192x4320		70.46	56.31	1	299	0	72.55	35.54	335.42	0.956
010_h264_1K.mp4	H264	2048x1080		10.26	8.20	2	81	217	76.65	37.74	328.53	0.956
010_h264_2K.mp4	H264	2731x1440		21.09	16.86	2	105	193	76.82	37.14	328.88	0.956
010_h264_480p.mp4	H264	910x480		4.42	3.53	2	77	221	76.12	39.23	324.83	0.956
010_h264_4K.mp4	H264	4096x2160		51.77	41.37	2	151	147	76.48	36.32	332.73	0.956
010_h264_720p.mp4	H264	1365x720		6.62	5.29	2	80	218	75.22	38.59	327.75	0.956
010_h264_8K.mp4	H264	8192x4320		229.48	183.40	5	77	218	70.90	35.24	336.31	0.956
010_hevc_1K.mp4	HEVC	2048x1080		12.26	9.79	2	76	222	76.78	37.91	328.48	0.956
010_hevc_2K.mp4	HEVC	2732x1440		25.23	20.17	2	76	222	67.84	36.09	332.48	0.955
010_hevc_480p.mp4	HEVC	910x480		4.48	3.58	2	76	222	76.13	39.33	324.89	0.956
010_hevc_4K.mp4	HEVC	4096x2160		57.35	45.84	2	76	222	76.64	36.43	332.71	0.956
010_hevc_720p.mp4	HEVC	1366x720		6.64	5.31	2	76	222	64.81	36.88	333.26	0.951
010_hevc_8K.mp4	HEVC	8192x4320		196.09	156.72	2	76	222	71.92	35.27	336.22	0.956

Sequence 011

Figure 12. First Frame of Sequence 011

Raw Sequence Size: 5.78 GB
Source: HERE

Table 12. Description of encoded videos using sequence 011 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
011_av1_1K.mp4	AV1	2048x1080	yuv420p	5.28	4.22	2	298	0	24.44	34.45	875.28	0.736
011_av1_2K.mp4	AV1	2731x1440		10.48	8.38	2	298	0	22.60	34.30	878.09	0.735
011_av1_480p.mp4	AV1	910x480		2.42	1.94	3	297	0	31.99	34.98	872.05	0.732
011_av1_4K.mp4	AV1	4096x2160		23.26	18.59	1	299	0	20.93	34.22	876.69	0.737
011_av1_720p.mp4	AV1	1365x720		3.63	2.90	3	297	0	27.34	34.66	874.14	0.734
011_av1_8K.mp4	AV1	8192x4320		92.24	73.72	1	299	0	20.30	34.12	877.98	0.736
011_h264_1K.mp4	H264	2048x1080		12.52	10.01	2	89	209	24.29	34.26	874.17	0.736
011_h264_2K.mp4	H264	2731x1440		24.21	19.35	2	90	208	22.48	34.21	879.15	0.734
011_h264_480p.mp4	H264	910x480		4.76	3.80	2	89	209	31.80	34.20	872.00	0.732
011_h264_4K.mp4	H264	4096x2160		52.60	42.04	2	90	208	20.89	34.13	876.04	0.737
011_h264_720p.mp4	H264	1365x720		7.77	6.21	2	89	209	27.08	34.02	872.14	0.734
011_h264_8K.mp4	H264	8192x4320		179.43	143.40	3	82	215	20.30	34.12	878.02	0.736
011_hevc_1K.mp4	HEVC	2048x1080		11.71	9.36	2	76	222	24.27	34.31	874.49	0.736
011_hevc_2K.mp4	HEVC	2732x1440		23.40	18.70	2	76	222	22.18	34.20	878.92	0.735
011_hevc_480p.mp4	HEVC	910x480		4.12	3.29	2	76	222	31.75	34.22	872.42	0.732
011_hevc_4K.mp4	HEVC	4096x2160		51.72	41.34	2	76	222	20.87	34.16	876.11	0.737
011_hevc_720p.mp4	HEVC	1366x720		7.03	5.62	2	76	222	26.90	33.97	872.03	0.735
011_hevc_8K.mp4	HEVC	8192x4320		173.88	138.96	2	76	222	20.30	34.07	878.26	0.736

Sequence 012

Figure 13. First Frame of Sequence 012

Raw Sequence Size: 5.78 GB
Source: HERE

Table 13. Description of encoded videos using sequence 012 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
012_av1_1K.mp4	AV1	2048x1080	yuv420p	5.59	4.47	1	299	0	20.78	42.61	110.05	0.780
012_av1_2K.mp4	AV1	2731x1440		10.24	8.19	1	299	0	18.72	42.63	110.31	0.782
012_av1_480p.mp4	AV1	910x480		2.48	1.98	1	299	0	27.18	42.84	108.60	0.777
012_av1_4K.mp4	AV1	4096x2160		20.78	16.60	1	299	0	17.68	42.55	110.19	0.781
012_av1_720p.mp4	AV1	1365x720		3.72	2.97	1	299	0	23.30	42.71	110.20	0.780
012_av1_8K.mp4	AV1	8192x4320		71.72	57.32	1	299	0	22.14	42.50	110.08	0.782
012_h264_1K.mp4	H264	2048x1080		10.46	8.36	2	76	222	20.71	42.11	110.24	0.780
012_h264_2K.mp4	H264	2731x1440		18.31	14.63	2	76	222	18.60	41.68	110.39	0.782
012_h264_480p.mp4	H264	910x480		3.98	3.18	2	76	222	26.91	42.09	108.13	0.778
012_h264_4K.mp4	H264	4096x2160		37.37	29.87	2	76	222	17.66	42.01	110.50	0.781
012_h264_720p.mp4	H264	1365x720		6.46	5.16	2	76	222	23.03	42.18	109.99	0.780
012_h264_8K.mp4	H264	8192x4320		188.63	150.75	2	76	222	22.12	42.29	110.25	0.782
012_hevc_1K.mp4	HEVC	2048x1080		10.85	8.67	2	76	222	20.71	42.21	110.06	0.781
012_hevc_2K.mp4	HEVC	2732x1440		17.70	14.14	2	76	222	19.49	41.71	108.67	0.787
012_hevc_480p.mp4	HEVC	910x480		3.84	3.07	2	76	222	26.91	42.06	108.09	0.778
012_hevc_4K.mp4	HEVC	4096x2160		32.96	26.35	2	76	222	17.62	42.17	110.29	0.781
012_hevc_720p.mp4	HEVC	1366x720		6.12	4.89	2	76	222	25.09	42.23	106.90	0.789
012_hevc_8K.mp4	HEVC	8192x4320		102.88	82.22	2	76	222	22.09	42.21	110.20	0.782

Sequence 013

Figure 14. First Frame of Sequence 013

Raw Sequence Size: 9.86 GB
Source: HERE

Table 14. Description of encoded videos using sequence 013 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
013_av1_1K.mp4	AV1	2048x1080	yuv420p	5.58	4.46	1	299	0	54.46	35.38	175.29	0.856
013_av1_2K.mp4	AV1	2731x1440		11.31	9.04	1	299	0	53.43	35.12	175.35	0.855
013_av1_480p.mp4	AV1	910x480		2.37	1.89	1	299	0	56.14	36.09	174.36	0.853
013_av1_4K.mp4	AV1	4096x2160		26.71	21.35	1	299	0	52.27	34.95	175.62	0.856
013_av1_720p.mp4	AV1	1365x720		3.48	2.78	1	299	0	55.41	35.77	174.86	0.854
013_av1_8K.mp4	AV1	8192x4320		95.54	76.36	1	299	0	54.33	34.69	176.14	0.854
013_h264_1K.mp4	H264	2048x1080		14.09	11.26	2	76	222	54.17	34.99	175.84	0.855
013_h264_2K.mp4	H264	2731x1440		28.32	22.63	2	76	222	53.22	34.85	175.97	0.854
013_h264_480p.mp4	H264	910x480		6.83	5.46	2	76	222	55.94	35.70	174.76	0.852
013_h264_4K.mp4	H264	4096x2160		63.59	50.82	2	76	222	52.28	34.70	176.35	0.855
013_h264_720p.mp4	H264	1365x720		9.11	7.28	2	76	222	55.18	35.39	175.43	0.853
013_h264_8K.mp4	H264	8192x4320		202.74	162.03	2	180	118	54.32	34.62	176.58	0.854
013_hevc_1K.mp4	HEVC	2048x1080		13.17	10.53	2	76	222	53.99	35.04	175.69	0.855
013_hevc_2K.mp4	HEVC	2732x1440		26.20	20.94	2	76	222	49.75	34.81	176.76	0.853
013_hevc_480p.mp4	HEVC	910x480		6.74	5.39	2	76	222	55.86	35.77	174.58	0.852
013_hevc_4K.mp4	HEVC	4096x2160		58.83	47.02	2	76	222	52.15	34.72	176.24	0.855
013_hevc_720p.mp4	HEVC	1366x720		9.10	7.28	2	76	222	48.39	35.30	179.26	0.848
013_hevc_8K.mp4	HEVC	8192x4320		199.43	159.38	2	76	222	54.30	34.56	176.59	0.854

Sequence 014

Figure 15. First Frame of Sequence 014

Raw Sequence Size: 11.99 GB
Source: HERE

Table 15. Description of encoded videos using sequence 014 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
014_av1_1K.mp4	AV1	2048x1080	yuv420p	5.98	4.78	1	299	0	10.06	31.85	584.60	0.547
014_av1_2K.mp4	AV1	2731x1440		10.93	8.73	1	299	0	10.06	31.96	585.51	0.527
014_av1_480p.mp4	AV1	910x480		2.59	2.07	1	299	0	11.02	32.06	580.63	0.526
014_av1_4K.mp4	AV1	4096x2160		24.18	19.32	2	298	0	11.47	31.67	587.41	0.544
014_av1_720p.mp4	AV1	1365x720		4.03	3.22	1	299	0	10.31	32.00	582.10	0.528
014_av1_8K.mp4	AV1	8192x4320		86.86	69.42	1	299	0	18.48	31.48	587.95	0.534
014_h264_1K.mp4	H264	2048x1080		12.75	10.19	2	183	115	10.16	31.84	584.48	0.548
014_h264_2K.mp4	H264	2731x1440		25.68	20.53	2	214	84	10.11	31.89	584.93	0.527
014_h264_480p.mp4	H264	910x480		6.54	5.22	2	101	197	11.11	32.06	580.39	0.525
014_h264_4K.mp4	H264	4096x2160		57.97	46.33	2	244	54	11.55	31.65	587.61	0.544
014_h264_720p.mp4	H264	1365x720		8.44	6.74	2	135	163	10.37	32.04	582.46	0.528
014_h264_8K.mp4	H264	8192x4320		191.13	152.75	32	208	60	18.69	31.55	588.04	0.534
014_hevc_1K.mp4	HEVC	2048x1080		13.28	10.61	2	76	222	10.23	31.80	585.24	0.546
014_hevc_2K.mp4	HEVC	2732x1440		26.59	21.25	2	76	222	10.20	31.82	585.55	0.526
014_hevc_480p.mp4	HEVC	910x480		6.84	5.46	2	76	222	11.08	32.03	579.81	0.525
014_hevc_4K.mp4	HEVC	4096x2160		60.35	48.23	2	76	222	11.58	31.60	587.92	0.544
014_hevc_720p.mp4	HEVC	1366x720		8.93	7.14	2	76	222	10.53	31.96	582.65	0.527
014_hevc_8K.mp4	HEVC	8192x4320		204.92	163.77	2	76	222	18.72	31.43	588.46	0.533

Sequence 015

Figure 16. First Frame of Sequence 015

Raw Sequence Size: 9.66 GB
Source: HERE

Table 16. Description of encoded videos using sequence 015 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
015_av1_1K.mp4	AV1	2048x1080	yuv420p	5.39	4.30	1	299	0	4.10	30.94	558.17	0.641
015_av1_2K.mp4	AV1	2731x1440		10.87	8.69	1	299	0	3.65	30.83	558.64	0.629
015_av1_480p.mp4	AV1	910x480		2.30	1.84	1	299	0	7.12	31.30	553.79	0.626
015_av1_4K.mp4	AV1	4096x2160		24.74	19.77	1	299	0	3.21	30.81	558.68	0.641
015_av1_720p.mp4	AV1	1365x720		3.48	2.78	1	299	0	5.30	31.13	556.94	0.628
015_av1_8K.mp4	AV1	8192x4320		89.21	71.29	1	299	0	2.88	30.70	559.11	0.634
015_h264_1K.mp4	H264	2048x1080		14.58	11.65	2	81	217	4.08	30.84	558.74	0.640
015_h264_2K.mp4	H264	2731x1440		29.20	23.34	2	89	209	3.65	30.78	558.78	0.628
015_h264_480p.mp4	H264	910x480		6.82	5.45	2	76	222	7.11	31.24	553.44	0.624
015_h264_4K.mp4	H264	4096x2160		65.65	52.47	2	92	206	3.20	30.73	559.86	0.640
015_h264_720p.mp4	H264	1365x720		9.25	7.39	2	77	221	5.27	31.09	556.88	0.627
015_h264_8K.mp4	H264	8192x4320		207.96	166.20	5	85	210	2.86	30.72	560.19	0.633
015_hevc_1K.mp4	HEVC	2048x1080		13.12	10.49	2	76	222	4.09	30.85	558.46	0.640
015_hevc_2K.mp4	HEVC	2732x1440		26.25	20.98	2	76	222	3.59	30.76	558.10	0.629
015_hevc_480p.mp4	HEVC	910x480		6.75	5.39	2	76	222	7.10	31.22	553.24	0.625
015_hevc_4K.mp4	HEVC	4096x2160		59.08	47.22	2	76	222	3.20	30.74	559.63	0.640
015_hevc_720p.mp4	HEVC	1366x720		9.13	7.29	2	76	222	5.33	31.04	555.86	0.628
015_hevc_8K.mp4	HEVC	8192x4320		198.90	158.96	2	76	222	2.87	30.65	560.13	0.633

Sequence 016

Figure 17. First Frame of Sequence 016

Raw Sequence Size: 7.85 GB
Source: HERE

Table 17. Description of encoded videos using sequence 016 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
016_av1_1K.mp4	AV1	2048x1080	yuv420p	5.27	4.21	1	299	0	5.92	34.18	116.70	0.718
016_av1_2K.mp4	AV1	2731x1440		9.79	7.82	1	299	0	4.59	34.09	116.99	0.722
016_av1_480p.mp4	AV1	910x480		2.41	1.93	1	299	0	13.61	34.68	112.71	0.717
016_av1_4K.mp4	AV1	4096x2160		20.86	16.67	1	299	0	3.66	34.10	117.15	0.719
016_av1_720p.mp4	AV1	1365x720		3.54	2.83	1	299	0	8.59	34.35	115.55	0.719
016_av1_8K.mp4	AV1	8192x4320		92.24	73.72	1	299	0	3.55	34.03	117.36	0.721
016_h264_1K.mp4	H264	2048x1080		13.65	10.91	2	76	222	5.89	34.19	116.62	0.718
016_h264_2K.mp4	H264	2731x1440		27.78	22.20	2	76	222	4.60	34.10	117.20	0.722
016_h264_480p.mp4	H264	910x480		6.71	5.37	2	76	222	13.45	34.70	112.56	0.716
016_h264_4K.mp4	H264	4096x2160		60.62	48.45	2	76	222	3.68	34.00	117.61	0.718
016_h264_720p.mp4	H264	1365x720		9.01	7.20	2	76	222	8.54	34.49	115.25	0.719
016_h264_8K.mp4	H264	8192x4320		196.63	157.15	3	76	221	3.55	34.04	117.60	0.720
016_hevc_1K.mp4	HEVC	2048x1080		13.24	10.58	2	76	222	5.89	34.14	116.50	0.718
016_hevc_2K.mp4	HEVC	2732x1440		26.48	21.16	2	76	222	4.28	34.06	115.91	0.724
016_hevc_480p.mp4	HEVC	910x480		6.64	5.30	2	76	222	13.47	34.63	112.43	0.717
016_hevc_4K.mp4	HEVC	4096x2160		59.19	47.31	2	76	222	3.68	34.01	117.44	0.719
016_hevc_720p.mp4	HEVC	1366x720		8.66	6.92	2	76	222	8.49	34.40	113.02	0.724
016_hevc_8K.mp4	HEVC	8192x4320		196.70	157.20	2	76	222	3.56	33.99	117.64	0.720

Sequence 017

Figure 18. First Frame of Sequence 017

Raw Sequence Size: 9.82 GB
Source: HERE

Table 18. Description of encoded videos using sequence 017 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
017_av1_1K.mp4	AV1	2048x1080	yuv420p	4.97	3.97	1	299	0	67.31	38.93	40.24	0.953
017_av1_2K.mp4	AV1	2731x1440		11.46	9.16	1	299	0	65.74	38.42	40.73	0.952
017_av1_480p.mp4	AV1	910x480		2.43	1.94	1	299	0	69.74	40.11	38.72	0.952
017_av1_4K.mp4	AV1	4096x2160		26.48	21.16	1	299	0	63.45	38.18	41.05	0.952
017_av1_720p.mp4	AV1	1365x720		3.04	2.43	1	299	0	68.12	39.52	39.67	0.952
017_av1_8K.mp4	AV1	8192x4320		99.39	79.43	1	299	0	60.38	37.96	41.37	0.951
017_h264_1K.mp4	H264	2048x1080		14.05	11.23	2	76	222	66.92	38.34	40.70	0.952
017_h264_2K.mp4	H264	2731x1440		28.26	22.58	2	76	222	65.51	38.19	41.04	0.951
017_h264_480p.mp4	H264	910x480		6.42	5.13	2	76	222	69.41	39.49	39.15	0.951
017_h264_4K.mp4	H264	4096x2160		63.38	50.66	2	76	222	63.48	37.98	41.28	0.952
017_h264_720p.mp4	H264	1365x720		9.07	7.25	2	76	222	67.69	38.92	40.11	0.951
017_h264_8K.mp4	H264	8192x4320		206.04	164.67	3	78	219	60.30	37.83	41.67	0.951
017_hevc_1K.mp4	HEVC	2048x1080		13.17	10.53	2	76	222	66.75	38.51	40.64	0.952
017_hevc_2K.mp4	HEVC	2732x1440		26.26	20.98	2	76	222	61.38	38.21	41.72	0.950
017_hevc_480p.mp4	HEVC	910x480		6.48	5.18	2	76	222	69.34	39.60	39.14	0.951
017_hevc_4K.mp4	HEVC	4096x2160		59.25	47.36	2	76	222	63.24	38.05	41.23	0.952
017_hevc_720p.mp4	HEVC	1366x720		8.89	7.11	2	76	222	61.11	38.87	42.36	0.946
017_hevc_8K.mp4	HEVC	8192x4320		198.57	158.69	2	76	222	61.11	38.87	41.67	0.946

Sequence 018

Figure 19. First Frame of Sequence 018

Raw Sequence Size: 9.73 GB
Source: HERE

Table 19. Description of encoded videos using sequence 018 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
018_av1_1K.mp4	AV1	2048x1080	yuv420p	5.46	4.36	1	299	0	3.53	43.35	147.74	0.719
018_av1_2K.mp4	AV1	2731x1440		10.39	8.30	1	299	0	2.85	42.68	148.51	0.721
018_av1_480p.mp4	AV1	910x480		2.39	1.91	1	299	0	8.69	43.39	140.17	0.716
018_av1_4K.mp4	AV1	4096x2160		20.69	16.53	1	299	0	2.23	42.29	148.84	0.721
018_av1_720p.mp4	AV1	1365x720		3.58	2.86	1	299	0	5.32	43.09	145.07	0.720
018_av1_8K.mp4	AV1	8192x4320		78.01	62.35	1	299	0	2.18	41.99	149.04	0.721
018_h264_1K.mp4	H264	2048x1080		11.53	9.22	2	76	222	3.47	42.07	147.41	0.720
018_h264_2K.mp4	H264	2731x1440		21.83	17.45	2	76	222	2.83	41.45	148.46	0.721
018_h264_480p.mp4	H264	910x480		4.49	3.59	2	76	222	8.65	42.32	139.85	0.716
018_h264_4K.mp4	H264	4096x2160		48.77	38.98	2	76	222	2.23	41.88	149.00	0.721
018_h264_720p.mp4	H264	1365x720		7.30	5.83	2	76	222	5.26	41.58	144.74	0.720
018_h264_8K.mp4	H264	8192x4320		193.62	154.74	2	77	221	2.21	41.90	149.13	0.721
018_hevc_1K.mp4	HEVC	2048x1080		12.29	9.82	2	76	222	3.48	42.23	147.29	0.720
018_hevc_2K.mp4	HEVC	2732x1440		24.02	19.20	2	76	222	2.69	41.36	148.14	0.721
018_hevc_480p.mp4	HEVC	910x480		3.97	3.17	2	76	222	8.65	42.27	139.91	0.717
018_hevc_4K.mp4	HEVC	4096x2160		54.57	43.61	2	76	222	2.21	41.94	148.76	0.721
018_hevc_720p.mp4	HEVC	1366x720		6.98	5.58	2	76	222	5.05	41.62	144.42	0.721
018_hevc_8K.mp4	HEVC	8192x4320		192.40	153.76	2	76	222	5.05	41.62	149.01	0.721

Sequence 019

Figure 20. First Frame of Sequence 019

Raw Sequence Size: 15.04 GB
Source: HERE

Table 20. Description of encoded videos using sequence 019 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
019_av1_1K.mp4	AV1	2048x1080	yuv420p	5.57	4.45	1	299	0	22.77	35.25	90.84	0.844
019_av1_2K.mp4	AV1	2731x1440		10.31	8.24	1	299	0	19.43	34.90	93.77	0.853
019_av1_480p.mp4	AV1	910x480		2.27	1.81	1	299	0	37.30	36.43	77.16	0.850
019_av1_4K.mp4	AV1	4096x2160		21.14	16.90	1	299	0	14.73	34.57	95.96	0.846
019_av1_720p.mp4	AV1	1365x720		3.59	2.87	1	299	0	30.01	35.79	85.07	0.851
019_av1_8K.mp4	AV1	8192x4320		81.13	64.84	1	299	0	8.64	34.15	97.23	0.851
019_h264_1K.mp4	H264	2048x1080		12.75	10.19	2	76	222	22.45	35.19	90.40	0.845
019_h264_2K.mp4	H264	2731x1440		26.01	20.78	2	76	222	19.15	34.90	93.44	0.853
019_h264_480p.mp4	H264	910x480		5.55	4.43	2	76	222	36.91	36.25	77.12	0.849
019_h264_4K.mp4	H264	4096x2160		59.04	47.19	2	76	222	14.58	34.51	95.98	0.846
019_h264_720p.mp4	H264	1365x720		8.40	6.71	2	76	222	29.52	35.73	84.69	0.851
019_h264_8K.mp4	H264	8192x4320		209.55	167.48	2	76	222	8.51	34.22	97.44	0.851
019_hevc_1K.mp4	HEVC	2048x1080		12.81	10.24	2	76	222	22.48	35.16	90.46	0.845
019_hevc_2K.mp4	HEVC	2732x1440		25.80	20.62	2	76	222	19.53	34.83	93.70	0.853
019_hevc_480p.mp4	HEVC	910x480		5.50	4.40	2	76	222	36.93	36.25	77.12	0.850
019_hevc_4K.mp4	HEVC	4096x2160		58.68	46.90	2	76	222	14.59	34.49	95.87	0.846
019_hevc_720p.mp4	HEVC	1366x720		8.30	6.63	2	76	222	28.49	35.61	86.60	0.848
019_hevc_8K.mp4	HEVC	8192x4320		198.21	158.41	2	76	222	8.58	34.08	97.33	0.851

Sequence 020

Figure 21. First Frame of Sequence 020

Raw Sequence Size: 6.48 GB
Source: HERE

Table 21. Description of encoded videos using sequence 020 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
020_av1_1K.mp4	AV1	2048x1080	yuv420p	5.31	4.24	1	299	0	73.82	44.28	18.59	0.970
020_av1_2K.mp4	AV1	2731x1440		9.13	7.30	1	299	0	70.52	44.20	18.75	0.970
020_av1_480p.mp4	AV1	910x480		2.48	1.98	1	299	0	80.24	45.21	17.42	0.970
020_av1_4K.mp4	AV1	4096x2160		19.64	15.70	1	299	0	65.74	44.24	18.91	0.971
020_av1_720p.mp4	AV1	1365x720		3.25	2.59	1	299	0	77.60	44.70	18.15	0.970
020_av1_8K.mp4	AV1	8192x4320		82.10	65.62	1	299	0	59.28	44.07	19.07	0.970
020_h264_1K.mp4	H264	2048x1080		12.08	9.66	2	76	222	73.40	43.47	18.86	0.970
020_h264_2K.mp4	H264	2731x1440		22.52	17.99	2	76	222	70.24	43.59	18.96	0.970
020_h264_480p.mp4	H264	910x480		3.70	2.96	2	76	222	79.72	43.94	17.70	0.969
020_h264_4K.mp4	H264	4096x2160		50.18	40.11	2	76	222	65.68	43.58	19.14	0.970
020_h264_720p.mp4	H264	1365x720		7.14	5.70	2	76	222	77.10	43.68	18.45	0.970
020_h264_8K.mp4	H264	8192x4320		192.73	154.03	2	76	222	59.28	43.80	19.17	0.970
020_hevc_1K.mp4	HEVC	2048x1080		12.70	10.15	2	76	222	73.36	43.57	18.79	0.970
020_hevc_2K.mp4	HEVC	2732x1440		26.28	21.00	2	76	222	66.38	43.60	19.82	0.969
020_hevc_480p.mp4	HEVC	910x480		4.10	3.28	2	76	222	79.70	43.91	17.69	0.969
020_hevc_4K.mp4	HEVC	4096x2160		59.66	47.68	2	76	222	65.59	43.77	19.06	0.970
020_hevc_720p.mp4	HEVC	1366x720		7.35	5.88	2	76	222	70.31	43.42	21.38	0.965
020_hevc_8K.mp4	HEVC	8192x4320		197.93	158.18	2	76	222	59.24	43.73	19.16	0.970

Sequence 021

Figure 22. First Frame of Sequence 021

Raw Sequence Size: 8.72 GB
Source: HERE

Table 22. Description of encoded videos using sequence 021 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
021_av1_1K.mp4	AV1	2048x1080	yuv420p	5.10	4.07	1	299	0	8.72	34.30	457.92	0.425
021_av1_2K.mp4	AV1	2731x1440		9.12	7.29	1	299	0	8.19	34.24	458.15	0.420
021_av1_480p.mp4	AV1	910x480		2.31	1.84	1	299	0	9.88	34.55	451.79	0.412
021_av1_4K.mp4	AV1	4096x2160		18.44	14.74	1	299	0	7.23	34.25	457.88	0.427
021_av1_720p.mp4	AV1	1365x720		3.48	2.78	1	299	0	9.41	34.38	456.26	0.416
021_av1_8K.mp4	AV1	8192x4320		67.22	53.72	1	299	0	5.56	34.19	457.73	0.423
021_h264_1K.mp4	H264	2048x1080		13.05	10.43	2	78	220	8.71	34.20	457.87	0.425
021_h264_2K.mp4	H264	2731x1440		25.59	20.45	2	80	218	8.21	34.24	458.17	0.420
021_h264_480p.mp4	H264	910x480		6.14	4.91	2	76	222	9.80	34.69	450.46	0.413
021_h264_4K.mp4	H264	4096x2160		57.87	46.25	2	85	213	7.28	34.12	458.58	0.426
021_h264_720p.mp4	H264	1365x720		8.43	6.74	2	76	222	9.38	34.49	455.89	0.417
021_h264_8K.mp4	H264	8192x4320		188.07	150.31	4	78	218	5.63	34.13	458.22	0.423
021_hevc_1K.mp4	HEVC	2048x1080		12.79	10.22	2	76	222	8.66	34.24	457.11	0.426
021_hevc_2K.mp4	HEVC	2732x1440		26.03	20.81	2	76	222	8.12	34.17	457.77	0.420
021_hevc_480p.mp4	HEVC	910x480		6.30	5.04	2	76	222	9.81	34.57	450.31	0.414
021_hevc_4K.mp4	HEVC	4096x2160		58.69	46.91	2	76	222	7.24	34.15	458.07	0.426
021_hevc_720p.mp4	HEVC	1366x720		8.30	6.63	2	76	222	9.22	34.36	455.82	0.416
021_hevc_8K.mp4	HEVC	8192x4320		197.46	157.81	2	76	222	5.60	34.12	458.16	0.423

Sequence 022

Figure 23. First Frame of Sequence 022

Raw Sequence Size: 5.13 GB
Source: HERE

Table 23. Description of encoded videos using sequence 022 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
022_av1_1K.mp4	AV1	2048x1080	yuv420p	5.17	4.13	1	299	0	2.92	32.46	753.16	0.692
022_av1_2K.mp4	AV1	2731x1440		9.78	7.82	1	299	0	3.06	32.34	753.35	0.675
022_av1_480p.mp4	AV1	910x480		2.30	1.84	1	299	0	4.33	32.40	754.37	0.674
022_av1_4K.mp4	AV1	4096x2160		20.06	16.04	1	299	0	4.83	32.44	753.29	0.692
022_av1_720p.mp4	AV1	1365x720		3.45	2.76	1	299	0	3.32	32.42	753.93	0.675
022_av1_8K.mp4	AV1	8192x4320		74.14	59.26	1	299	0	25.62	32.34	753.08	0.683
022_h264_1K.mp4	H264	2048x1080		13.14	10.50	2	78	220	2.88	32.31	754.01	0.692
022_h264_2K.mp4	H264	2731x1440		25.72	20.55	2	78	220	3.04	32.29	752.73	0.675
022_h264_480p.mp4	H264	910x480		6.05	4.83	2	76	222	4.30	32.36	753.21	0.672
022_h264_4K.mp4	H264	4096x2160		58.10	46.44	2	105	193	4.83	32.33	753.83	0.691
022_h264_720p.mp4	H264	1365x720		8.53	6.81	2	77	221	3.32	32.34	754.14	0.674
022_h264_8K.mp4	H264	8192x4320		183.78	146.88	3	252	45	25.69	32.36	753.23	0.683
022_hevc_1K.mp4	HEVC	2048x1080		13.17	10.52	2	76	222	2.89	32.32	753.59	0.692
022_hevc_2K.mp4	HEVC	2732x1440		26.37	21.07	2	76	222	3.01	32.28	752.62	0.675
022_hevc_480p.mp4	HEVC	910x480		5.54	4.43	2	76	222	4.29	32.34	752.55	0.673
022_hevc_4K.mp4	HEVC	4096x2160		56.80	45.40	2	76	222	4.84	32.34	753.69	0.692
022_hevc_720p.mp4	HEVC	1366x720		8.26	6.60	2	76	222	3.20	32.31	753.81	0.674
022_hevc_8K.mp4	HEVC	8192x4320		170.60	136.34	2	76	222	25.70	32.30	753.27	0.683

Sequence 023

Figure 24. First Frame of Sequence 023

Raw Sequence Size: 7.48 GB
Source: HERE

Table 24. Description of encoded videos using sequence 023 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
023_av1_1K.mp4	AV1	2048x1080	yuv420p	5.10	4.08	1	299	0	15.36	38.99	152.77	0.700
023_av1_2K.mp4	AV1	2731x1440		10.44	8.34	1	299	0	12.70	38.97	153.01	0.709
023_av1_480p.mp4	AV1	910x480		2.15	1.72	1	299	0	24.81	39.52	149.31	0.703
023_av1_4K.mp4	AV1	4096x2160		21.59	17.25	1	299	0	9.83	38.98	153.02	0.702
023_av1_720p.mp4	AV1	1365x720		3.15	2.52	1	299	0	19.75	39.17	152.05	0.706
023_av1_8K.mp4	AV1	8192x4320		74.61	59.63	1	299	0	7.46	38.87	152.90	0.706
023_h264_1K.mp4	H264	2048x1080		12.12	9.69	2	76	222	15.27	38.56	152.91	0.700
023_h264_2K.mp4	H264	2731x1440		22.79	18.22	2	76	222	12.60	38.78	153.00	0.709
023_h264_480p.mp4	H264	910x480		5.34	4.26	2	76	222	24.57	39.30	148.79	0.703
023_h264_4K.mp4	H264	4096x2160		48.51	38.77	2	76	222	9.81	38.63	153.44	0.702
023_h264_720p.mp4	H264	1365x720		7.62	6.09	2	76	222	19.58	38.97	151.88	0.707
023_h264_8K.mp4	H264	8192x4320		188.43	150.59	2	76	222	7.43	38.76	153.12	0.706
023_hevc_1K.mp4	HEVC	2048x1080		11.99	9.59	2	76	222	15.26	38.67	152.57	0.701
023_hevc_2K.mp4	HEVC	2732x1440		24.50	19.58	2	76	222	12.67	38.79	153.93	0.708
023_hevc_480p.mp4	HEVC	910x480		5.28	4.22	2	76	222	24.62	39.28	148.80	0.703
023_hevc_4K.mp4	HEVC	4096x2160		49.29	39.39	2	76	222	9.79	38.78	153.07	0.702
023_hevc_720p.mp4	HEVC	1366x720		7.42	5.93	2	76	222	19.50	38.84	154.75	0.704
023_hevc_8K.mp4	HEVC	8192x4320		149.82	119.73	2	76	222	7.44	38.76	153.01	0.706

Sequence 024

Figure 25. First Frame of Sequence 024

Raw Sequence Size: 19.74 GB
Source: HERE

Table 25. Description of encoded videos using sequence 024 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
024_av1_1K.mp4	AV1	2048x1080	yuv420p	4.62	3.69	1	299	0	95.07	44.56	9.04	0.994
024_av1_2K.mp4	AV1	2731x1440		10.22	8.17	1	299	0	94.39	42.93	9.97	0.994
024_av1_480p.mp4	AV1	910x480		2.33	1.86	1	299	0	95.67	48.20	7.92	0.994
024_av1_4K.mp4	AV1	4096x2160		21.32	17.04	1	299	0	92.63	41.01	11.76	0.994
024_av1_720p.mp4	AV1	1365x720		2.99	2.39	1	299	0	95.49	46.56	8.32	0.994
024_av1_8K.mp4	AV1	8192x4320		88.90	71.05	1	299	0	84.57	38.55	16.01	0.994
024_h264_1K.mp4	H264	2048x1080		13.77	11.01	2	76	222	94.59	43.05	9.74	0.993
024_h264_2K.mp4	H264	2731x1440		28.19	22.53	2	76	222	93.72	41.83	10.74	0.994
024_h264_480p.mp4	H264	910x480		4.36	3.48	2	76	222	94.96	46.10	8.33	0.993
024_h264_4K.mp4	H264	4096x2160		63.10	50.43	2	76	222	91.84	40.17	12.67	0.993
024_h264_720p.mp4	H264	1365x720		8.80	7.03	2	76	222	94.89	44.70	8.87	0.993
024_h264_8K.mp4	H264	8192x4320		257.97	206.17	2	227	71	82.64	38.22	17.23	0.993
024_hevc_1K.mp4	HEVC	2048x1080		12.99	10.38	2	76	222	94.41	43.40	9.61	0.993
024_hevc_2K.mp4	HEVC	2732x1440		26.29	21.01	2	76	222	86.29	41.74	11.45	0.993
024_hevc_480p.mp4	HEVC	910x480		4.67	3.73	2	76	222	94.89	46.46	8.28	0.993
024_hevc_4K.mp4	HEVC	4096x2160		59.19	47.30	2	76	222	91.72	40.33	12.55	0.993
024_hevc_720p.mp4	HEVC	1366x720		8.70	6.95	2	76	222	82.71	43.63	11.62	0.990
024_hevc_8K.mp4	HEVC	8192x4320		197.39	157.75	2	76	222	83.68	38.10	17.05	0.993

Sequence 025

Figure 26. First Frame of Sequence 025

Raw Sequence Size: 24.69 GB
Source: HERE

Table 26. Description of encoded videos using sequence 025 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
025_av1_1K.mp4	AV1	2048x1080	yuv420p	4.97	3.97	1	299	0	77.81	38.32	15.39	0.974
025_av1_2K.mp4	AV1	2731x1440		10.35	8.27	1	299	0	77.06	37.00	18.81	0.974
025_av1_480p.mp4	AV1	910x480		2.42	1.93	1	299	0	71.91	41.06	11.30	0.974
025_av1_4K.mp4	AV1	4096x2160		19.47	15.56	1	299	0	72.24	35.37	25.61	0.973
025_av1_720p.mp4	AV1	1365x720		3.78	3.02	1	299	0	76.40	39.85	12.76	0.974
025_av1_8K.mp4	AV1	8192x4320		71.63	57.25	1	299	0	55.57	33.23	40.64	0.972
025_h264_1K.mp4	H264	2048x1080		12.62	10.09	2	290	8	77.26	37.90	15.96	0.973
025_h264_2K.mp4	H264	2731x1440		25.87	20.68	2	298	0	76.55	36.69	19.35	0.974
025_h264_480p.mp4	H264	910x480		6.54	5.23	2	148	150	71.62	40.49	11.60	0.973
025_h264_4K.mp4	H264	4096x2160		58.67	46.89	2	298	0	71.83	35.02	26.56	0.971
025_h264_720p.mp4	H264	1365x720		8.78	7.02	2	152	146	76.00	39.32	13.22	0.973
025_h264_8K.mp4	H264	8192x4320		275.36	220.07	2	298	0	56.30	32.92	44.10	0.971
025_hevc_1K.mp4	HEVC	2048x1080		13.09	10.46	2	76	222	77.36	37.97	16.06	0.972
025_hevc_2K.mp4	HEVC	2732x1440		26.38	21.09	2	76	222	73.79	36.72	19.75	0.973
025_hevc_480p.mp4	HEVC	910x480		6.70	5.36	2	76	222	71.59	40.71	11.52	0.973
025_hevc_4K.mp4	HEVC	4096x2160		58.88	47.06	2	76	222	72.15	35.10	27.07	0.971
025_hevc_720p.mp4	HEVC	1366x720		9.05	7.23	2	76	222	70.73	39.44	13.40	0.973
025_hevc_8K.mp4	HEVC	8192x4320		200.60	160.32	2	76	222	57.31	32.84	44.51	0.971

Sequence 026

Figure 27. First Frame of Sequence 026

Raw Sequence Size: 21.45 GB
Source: HERE

Table 27. Description of encoded videos using sequence 026 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
026_av1_1K.mp4	AV1	2048x1080	yuv420p	6.05	4.84	1	299	0	34.07	30.91	310.38	0.782
026_av1_2K.mp4	AV1	2731x1440		12.37	9.89	1	299	0	35.31	30.55	312.48	0.774
026_av1_480p.mp4	AV1	910x480		2.64	2.11	1	299	0	32.90	31.63	306.99	0.773
026_av1_4K.mp4	AV1	4096x2160		25.13	20.08	1	299	0	33.03	30.04	315.92	0.782
026_av1_720p.mp4	AV1	1365x720		4.01	3.20	1	299	0	33.55	31.34	308.90	0.774
026_av1_8K.mp4	AV1	8192x4320		104.08	83.18	1	299	0	30.20	29.24	324.59	0.778
026_h264_1K.mp4	H264	2048x1080		15.09	12.06	2	76	222	33.96	30.73	310.79	0.781
026_h264_2K.mp4	H264	2731x1440		30.23	24.16	2	76	222	35.23	30.39	313.33	0.774
026_h264_480p.mp4	H264	910x480		7.44	5.95	2	76	222	32.82	31.46	307.41	0.771
026_h264_4K.mp4	H264	4096x2160		67.36	53.84	2	76	222	33.06	29.86	317.18	0.781
026_h264_720p.mp4	H264	1365x720		9.91	7.92	2	76	222	33.44	31.18	308.87	0.773
026_h264_8K.mp4	H264	8192x4320		291.71	233.14	2	283	15	29.95	29.30	326.49	0.777
026_hevc_1K.mp4	HEVC	2048x1080		13.10	10.47	2	76	222	33.87	30.76	311.00	0.781
026_hevc_2K.mp4	HEVC	2732x1440		26.89	21.49	2	76	222	33.33	30.41	313.60	0.774
026_hevc_480p.mp4	HEVC	910x480		7.26	5.80	2	76	222	32.79	31.48	307.50	0.772
026_hevc_4K.mp4	HEVC	4096x2160		61.27	48.97	2	76	222	33.06	29.91	317.52	0.781
026_hevc_720p.mp4	HEVC	1366x720		9.85	7.87	2	76	222	30.49	31.16	309.38	0.771
026_hevc_8K.mp4	HEVC	8192x4320		201.73	161.22	2	76	222	30.82	29.17	326.81	0.777

Sequence 027

Figure 28. First Frame of Sequence 027

Raw Sequence Size: 19.49 GB
Source: HERE

Table 28. Description of encoded videos using sequence 027 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
027_av1_1K.mp4	AV1	2048x1080	yuv420p	4.97	3.97	1	299	0	86.46	43.88	5.18	0.990
027_av1_2K.mp4	AV1	2731x1440		9.11	7.28	1	299	0	86.03	42.83	5.90	0.989
027_av1_480p.mp4	AV1	910x480		2.46	1.97	1	299	0	87.53	46.14	4.01	0.989
027_av1_4K.mp4	AV1	4096x2160		20.71	16.55	1	299	0	84.67	41.47	7.26	0.990
027_av1_720p.mp4	AV1	1365x720		3.39	2.71	1	299	0	87.00	45.12	4.50	0.989
027_av1_8K.mp4	AV1	8192x4320		77.19	61.69	1	299	0	78.95	39.67	10.10	0.989
027_h264_1K.mp4	H264	2048x1080		13.28	10.62	2	76	222	86.00	42.80	5.71	0.989
027_h264_2K.mp4	H264	2731x1440		26.86	21.47	2	76	222	85.48	41.92	6.48	0.989
027_h264_480p.mp4	H264	910x480		3.65	2.92	2	76	222	86.76	44.66	4.36	0.988
027_h264_4K.mp4	H264	4096x2160		62.50	49.95	2	76	222	84.00	40.77	8.00	0.989
027_h264_720p.mp4	H264	1365x720		8.11	6.48	2	76	222	86.44	43.89	4.92	0.989
027_h264_8K.mp4	H264	8192x4320		251.44	200.95	3	75	222	77.55	39.24	11.37	0.989
027_hevc_1K.mp4	HEVC	2048x1080		12.83	10.25	2	76	222	85.91	43.05	5.62	0.989
027_hevc_2K.mp4	HEVC	2732x1440		25.92	20.72	2	76	222	77.88	41.69	8.23	0.987
027_hevc_480p.mp4	HEVC	910x480		4.44	3.55	2	76	222	86.72	44.80	4.34	0.988
027_hevc_4K.mp4	HEVC	4096x2160		58.94	47.10	2	76	222	83.85	40.91	7.86	0.989
027_hevc_720p.mp4	HEVC	1366x720		8.46	6.77	2	76	222	77.34	43.07	8.63	0.982
027_hevc_8K.mp4	HEVC	8192x4320		196.91	157.37	2	76	222	77.81	39.20	11.00	0.989

Sequence 028

Figure 29. First Frame of Sequence 028

Raw Sequence Size: 11.88 GB
Source: HERE

Table 29. Description of encoded videos using sequence 028 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
028_av1_1K.mp4	AV1	2048x1080	yuv420p	6.11	4.89	1	299	0	9.80	33.48	905.82	0.468
028_av1_2K.mp4	AV1	2731x1440		11.29	9.02	1	299	0	10.81	33.37	905.92	0.448
028_av1_480p.mp4	AV1	910x480		2.66	2.12	1	299	0	8.91	33.73	899.97	0.447
028_av1_4K.mp4	AV1	4096x2160		23.07	18.43	1	299	0	14.08	33.30	906.03	0.468
028_av1_720p.mp4	AV1	1365x720		4.04	3.23	1	299	0	9.11	33.43	903.40	0.448
028_av1_8K.mp4	AV1	8192x4320		82.87	66.23	1	299	0	25.69	33.12	906.42	0.458
028_h264_1K.mp4	H264	2048x1080		15.30	12.23	2	125	173	9.84	33.29	904.39	0.468
028_h264_2K.mp4	H264	2731x1440		30.49	24.37	2	154	144	10.86	33.27	906.22	0.448
028_h264_480p.mp4	H264	910x480		7.33	5.86	2	78	220	8.89	33.54	900.94	0.445
028_h264_4K.mp4	H264	4096x2160		67.70	54.10	2	203	95	14.16	33.23	905.76	0.468
028_h264_720p.mp4	H264	1365x720		9.94	7.94	2	91	207	9.12	33.36	902.43	0.447
028_h264_8K.mp4	H264	8192x4320		222.02	177.44	11	207	82	25.88	33.12	907.15	0.457
028_hevc_1K.mp4	HEVC	2048x1080		13.41	10.72	2	76	222	9.78	33.34	904.94	0.468
028_hevc_2K.mp4	HEVC	2732x1440		26.81	21.43	2	76	222	10.85	33.29	906.82	0.448
028_hevc_480p.mp4	HEVC	910x480		7.18	5.74	2	76	222	8.88	33.51	901.17	0.446
028_hevc_4K.mp4	HEVC	4096x2160		60.26	48.16	2	76	222	14.12	33.24	906.08	0.468
028_hevc_720p.mp4	HEVC	1366x720		10.10	8.08	2	76	222	9.04	33.31	903.72	0.447
028_hevc_8K.mp4	HEVC	8192x4320		200.76	160.44	2	76	222	25.90	33.09	906.88	0.457

Sequence 029

Figure 30. First Frame of Sequence 029

Raw Sequence Size: 14.94 GB
Source: HERE

Table 30. Description of encoded videos using sequence 029 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
029_av1_1K.mp4	AV1	2048x1080	yuv420p	5.02	4.01	1	299	0	75.42	39.61	58.13	0.968
029_av1_2K.mp4	AV1	2731x1440		9.01	7.20	1	299	0	75.59	39.25	58.55	0.966
029_av1_480p.mp4	AV1	910x480		2.32	1.85	1	299	0	74.54	40.42	58.16	0.965
029_av1_4K.mp4	AV1	4096x2160		19.87	15.88	1	299	0	75.50	38.77	58.78	0.968
029_av1_720p.mp4	AV1	1365x720		3.66	2.93	1	299	0	75.14	40.05	58.05	0.966
029_av1_8K.mp4	AV1	8192x4320		80.17	64.07	1	299	0	74.65	38.06	59.25	0.967
029_h264_1K.mp4	H264	2048x1080		10.76	8.60	2	76	222	75.18	38.99	58.51	0.967
029_h264_2K.mp4	H264	2731x1440		22.44	17.93	2	76	222	75.31	38.70	58.68	0.966
029_h264_480p.mp4	H264	910x480		2.40	1.92	2	76	222	73.65	39.53	58.20	0.964
029_h264_4K.mp4	H264	4096x2160		53.54	42.79	2	76	222	75.25	38.32	59.05	0.968
029_h264_720p.mp4	H264	1365x720		5.41	4.32	2	76	222	74.64	39.12	58.38	0.965
029_h264_8K.mp4	H264	8192x4320		227.75	182.02	3	192	105	74.24	37.91	59.53	0.967
029_hevc_1K.mp4	HEVC	2048x1080		12.33	9.86	2	76	222	75.03	39.16	58.44	0.967
029_hevc_2K.mp4	HEVC	2732x1440		25.87	20.67	2	76	222	70.72	38.56	58.93	0.965
029_hevc_480p.mp4	HEVC	910x480		2.10	1.68	2	76	222	73.66	39.60	58.13	0.964
029_hevc_4K.mp4	HEVC	4096x2160		58.51	46.76	2	76	222	75.16	38.43	58.99	0.968
029_hevc_720p.mp4	HEVC	1366x720		4.81	3.84	2	76	222	67.56	38.73	59.07	0.963
029_hevc_8K.mp4	HEVC	8192x4320		198.06	158.29	2	76	222	74.38	37.83	59.42	0.967

Sequence 030

Figure 31. First Frame of Sequence 030

Raw Sequence Size: 18.30 GB
Source: HERE

Table 31. Description of encoded videos using sequence 030 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
030_av1_1K.mp4	AV1	2048x1080	yuv420p	5.43	4.34	1	299	0	13.64	30.78	304.01	0.552
030_av1_2K.mp4	AV1	2731x1440		10.18	8.14	1	299	0	11.41	30.45	306.80	0.560
030_av1_480p.mp4	AV1	910x480		2.38	1.90	1	299	0	21.64	31.76	285.70	0.554
030_av1_4K.mp4	AV1	4096x2160		20.16	16.11	1	299	0	8.65	30.23	308.38	0.554
030_av1_720p.mp4	AV1	1365x720		3.59	2.87	1	299	0	17.17	31.15	297.74	0.557
030_av1_8K.mp4	AV1	8192x4320		83.94	67.08	1	299	0	5.14	29.84	310.00	0.558
030_h264_1K.mp4	H264	2048x1080		13.41	10.72	2	76	222	13.50	30.88	302.97	0.553
030_h264_2K.mp4	H264	2731x1440		27.18	21.73	2	76	222	11.34	30.49	306.44	0.561
030_h264_480p.mp4	H264	910x480		6.75	5.40	2	76	222	21.36	31.89	283.63	0.554
030_h264_4K.mp4	H264	4096x2160		63.08	50.42	2	76	222	8.64	30.23	308.85	0.554
030_h264_720p.mp4	H264	1365x720		8.85	7.07	2	76	222	16.93	31.20	295.99	0.558
030_h264_8K.mp4	H264	8192x4320		225.48	180.20	2	76	222	5.21	29.94	310.95	0.558
030_hevc_1K.mp4	HEVC	2048x1080		12.89	10.30	2	76	222	13.53	30.84	302.76	0.553
030_hevc_2K.mp4	HEVC	2732x1440		26.09	20.85	2	76	222	10.54	30.39	308.82	0.554
030_hevc_480p.mp4	HEVC	910x480		6.45	5.16	2	76	222	21.42	31.83	284.28	0.554
030_hevc_4K.mp4	HEVC	4096x2160		59.24	47.35	2	76	222	8.62	30.19	308.24	0.555
030_hevc_720p.mp4	HEVC	1366x720		8.46	6.76	2	76	222	14.91	31.01	302.35	0.543
030_hevc_8K.mp4	HEVC	8192x4320		197.00	157.44	2	76	222	5.17	29.80	310.35	0.558

Sequence 031

Figure 32. First Frame of Sequence 031

Raw Sequence Size: 6.07 GB
Source: HERE

Table 32. Description of encoded videos using sequence 031 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
031_av1_1K.mp4	AV1	2048x1080	yuv420p	5.07	4.05	1	299	0	52.16	31.27	501.89	0.765
031_av1_2K.mp4	AV1	2731x1440		9.29	7.42	1	299	0	54.02	31.26	502.01	0.751
031_av1_480p.mp4	AV1	910x480		2.24	1.79	1	299	0	46.25	31.29	502.36	0.750
031_av1_4K.mp4	AV1	4096x2160		18.70	14.95	1	299	0	59.28	31.35	501.76	0.765
031_av1_720p.mp4	AV1	1365x720		3.39	2.71	1	299	0	48.17	31.33	502.37	0.750
031_av1_8K.mp4	AV1	8192x4320		69.01	55.15	1	299	0	71.18	31.31	502.10	0.758
031_h264_1K.mp4	H264	2048x1080		12.61	10.08	2	105	193	52.02	31.04	502.41	0.764
031_h264_2K.mp4	H264	2731x1440		25.12	20.07	2	119	179	53.93	31.13	502.22	0.750
031_h264_480p.mp4	H264	910x480		5.51	4.41	2	77	221	46.12	31.08	502.15	0.749
031_h264_4K.mp4	H264	4096x2160		54.56	43.61	2	161	137	59.29	31.20	502.41	0.764
031_h264_720p.mp4	H264	1365x720		8.03	6.42	2	83	215	48.06	31.07	502.33	0.750
031_h264_8K.mp4	H264	8192x4320		182.66	145.99	2	176	122	71.13	31.28	502.32	0.758
031_hevc_1K.mp4	HEVC	2048x1080		12.67	10.12	2	76	222	51.96	31.08	502.31	0.765
031_hevc_2K.mp4	HEVC	2732x1440		25.52	20.40	2	76	222	52.06	31.04	502.62	0.750
031_hevc_480p.mp4	HEVC	910x480		5.09	4.07	2	76	222	46.12	31.09	501.95	0.749
031_hevc_4K.mp4	HEVC	4096x2160		56.69	45.31	2	76	222	59.21	31.22	502.32	0.765
031_hevc_720p.mp4	HEVC	1366x720		7.70	6.15	2	76	222	45.67	30.86	503.78	0.748
031_hevc_8K.mp4	HEVC	8192x4320		181.93	145.40	2	76	222	71.23	31.23	502.33	0.758

Sequence 032

Figure 33. First Frame of Sequence 032

Raw Sequence Size: 22.35 GB
Source: HERE

Table 33. Description of encoded videos using sequence 032 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
032_av1_1K.mp4	AV1	2048x1080	yuv420p	4.82	3.85	1	299	0	39.75	30.03	450.20	0.772
032_av1_2K.mp4	AV1	2731x1440		9.55	7.63	1	299	0	40.08	29.62	453.28	0.765
032_av1_480p.mp4	AV1	910x480		2.13	1.70	1	299	0	35.54	30.83	446.02	0.764
032_av1_4K.mp4	AV1	4096x2160		19.82	15.84	1	299	0	38.25	29.08	457.94	0.772
032_av1_720p.mp4	AV1	1365x720		3.19	2.55	1	299	0	37.00	30.51	449.05	0.764
032_av1_8K.mp4	AV1	8192x4320		80.63	64.44	1	299	0	31.42	28.21	469.27	0.768
032_h264_1K.mp4	H264	2048x1080		12.15	9.71	2	76	222	39.39	29.80	451.47	0.771
032_h264_2K.mp4	H264	2731x1440		24.83	19.85	2	76	222	39.67	29.41	453.72	0.765
032_h264_480p.mp4	H264	910x480		6.16	4.92	2	76	222	35.43	30.64	445.90	0.763
032_h264_4K.mp4	H264	4096x2160		56.17	44.89	2	78	220	37.91	28.83	459.65	0.771
032_h264_720p.mp4	H264	1365x720		8.02	6.41	2	76	222	36.75	30.30	449.37	0.763
032_h264_8K.mp4	H264	8192x4320		266.68	213.13	2	273	25	30.95	28.26	469.41	0.768
032_hevc_1K.mp4	HEVC	2048x1080		13.13	10.49	2	76	222	39.39	29.83	451.54	0.771
032_hevc_2K.mp4	HEVC	2732x1440		26.21	20.94	2	76	222	38.34	29.42	454.32	0.765
032_hevc_480p.mp4	HEVC	910x480		6.28	5.02	2	76	222	35.40	30.66	445.78	0.763
032_hevc_4K.mp4	HEVC	4096x2160		58.68	46.90	2	76	222	38.03	28.86	459.94	0.771
032_hevc_720p.mp4	HEVC	1366x720		8.20	6.55	2	76	222	33.69	30.27	452.59	0.760
032_hevc_8K.mp4	HEVC	8192x4320		196.16	156.77	2	76	222	32.12	28.06	471.53	0.768

Sequence 033

Figure 34. First Frame of Sequence 033

Raw Sequence Size: 15.76 GB
Source: HERE

Table 34. Description of encoded videos using sequence 033 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
033_av1_1K.mp4	AV1	2048x1080	yuv420p	4.53	3.62	1	299	0	6.05	30.28	723.79	0.774
033_av1_2K.mp4	AV1	2731x1440		8.60	6.87	1	299	0	8.38	30.15	724.71	0.760
033_av1_480p.mp4	AV1	910x480		2.12	1.69	1	299	0	3.74	30.50	723.85	0.759
033_av1_4K.mp4	AV1	4096x2160		22.06	17.63	1	299	0	15.44	30.12	724.73	0.774
033_av1_720p.mp4	AV1	1365x720		3.45	2.76	1	299	0	4.14	30.40	726.10	0.760
033_av1_8K.mp4	AV1	8192x4320		76.18	60.88	1	299	0	33.98	29.83	725.81	0.766
033_h264_1K.mp4	H264	2048x1080		13.37	10.68	2	86	212	6.05	30.20	724.30	0.774
033_h264_2K.mp4	H264	2731x1440		26.68	21.32	2	108	190	8.43	30.10	724.87	0.760
033_h264_480p.mp4	H264	910x480		4.83	3.86	2	76	222	3.74	30.43	724.14	0.758
033_h264_4K.mp4	H264	4096x2160		60.47	48.33	2	164	134	15.56	30.00	725.09	0.774
033_h264_720p.mp4	H264	1365x720		8.15	6.51	2	77	221	4.13	30.34	725.23	0.759
033_h264_8K.mp4	H264	8192x4320		221.77	177.24	3	291	6	34.53	29.89	726.38	0.766
033_hevc_1K.mp4	HEVC	2048x1080		13.05	10.43	2	76	222	6.04	30.22	724.14	0.774
033_hevc_2K.mp4	HEVC	2732x1440		26.18	20.92	2	76	222	8.34	30.11	724.72	0.760
033_hevc_480p.mp4	HEVC	910x480		4.19	3.35	2	76	222	3.75	30.43	723.79	0.759
033_hevc_4K.mp4	HEVC	4096x2160		59.26	47.36	2	76	222	15.53	30.03	725.11	0.774
033_hevc_720p.mp4	HEVC	1366x720		7.56	6.04	2	76	222	4.04	30.32	724.98	0.759
033_hevc_8K.mp4	HEVC	8192x4320		197.54	157.88	2	76	222	34.52	29.80	726.15	0.766

Sequence 034

Figure 35. First Frame of Sequence 034

Raw Sequence Size: 14.67 GB
Source: HERE

Table 35. Description of encoded videos using sequence 034 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
034_av1_1K.mp4	AV1	2048x1080	yuv420p	5.62	4.49	1	299	0	16.44	37.60	100.35	0.753
034_av1_2K.mp4	AV1	2731x1440		10.55	8.43	1	299	0	13.79	37.29	103.61	0.760
034_av1_480p.mp4	AV1	910x480		2.29	1.83	1	299	0	28.63	38.89	85.89	0.756
034_av1_4K.mp4	AV1	4096x2160		21.62	17.28	1	299	0	10.67	36.93	106.13	0.755
034_av1_720p.mp4	AV1	1365x720		3.68	2.94	1	299	0	21.72	38.20	94.31	0.758
034_av1_8K.mp4	AV1	8192x4320		78.89	63.05	1	299	0	7.33	36.50	107.34	0.759
034_h264_1K.mp4	H264	2048x1080		12.73	10.17	2	76	222	16.22	37.54	100.22	0.754
034_h264_2K.mp4	H264	2731x1440		25.40	20.30	2	76	222	13.62	37.21	103.44	0.761
034_h264_480p.mp4	H264	910x480		5.17	4.13	2	76	222	28.30	38.67	85.60	0.756
034_h264_4K.mp4	H264	4096x2160		55.42	44.29	2	76	222	10.54	36.86	106.19	0.755
034_h264_720p.mp4	H264	1365x720		8.03	6.42	2	76	222	21.44	38.04	94.01	0.758
034_h264_8K.mp4	H264	8192x4320		200.56	160.29	2	76	222	7.24	36.51	107.50	0.759
034_hevc_1K.mp4	HEVC	2048x1080		12.58	10.06	2	76	222	16.28	37.53	100.11	0.754
034_hevc_2K.mp4	HEVC	2732x1440		25.20	20.14	2	76	222	12.98	37.12	104.36	0.758
034_hevc_480p.mp4	HEVC	910x480		4.95	3.96	2	76	222	28.32	38.66	85.56	0.757
034_hevc_4K.mp4	HEVC	4096x2160		56.73	45.34	2	76	222	10.56	36.86	105.97	0.755
034_hevc_720p.mp4	HEVC	1366x720		7.72	6.17	2	76	222	19.96	37.92	96.25	0.751
034_hevc_8K.mp4	HEVC	8192x4320		191.90	153.37	2	76	222	7.27	36.42	107.28	0.759

Sequence 035

Figure 36. First Frame of Sequence 035

Raw Sequence Size: 16.50 GB
Source: HERE

Table 36. Description of encoded videos using sequence 035 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
035_av1_1K.mp4	AV1	2048x1080	yuv420p	5.43	4.34	1	299	0	58.49	35.72	870.44	0.888
035_av1_2K.mp4	AV1	2731x1440		9.55	7.63	1	299	0	61.88	35.43	871.77	0.881
035_av1_480p.mp4	AV1	910x480		2.48	1.98	1	299	0	46.72	36.27	874.45	0.880
035_av1_4K.mp4	AV1	4096x2160		21.87	17.48	1	299	0	65.49	34.96	872.32	0.888
035_av1_720p.mp4	AV1	1365x720		3.73	2.98	1	299	0	52.91	36.09	873.10	0.880
035_av1_8K.mp4	AV1	8192x4320		78.64	62.85	1	299	0	67.56	34.26	873.37	0.884
035_h264_1K.mp4	H264	2048x1080		13.30	10.63	2	116	182	58.42	35.55	870.38	0.887
035_h264_2K.mp4	H264	2731x1440		26.83	21.44	2	181	117	61.78	35.17	872.72	0.880
035_h264_480p.mp4	H264	910x480		4.13	3.30	2	83	215	46.48	35.94	873.95	0.879
035_h264_4K.mp4	H264	4096x2160		59.71	47.72	2	186	112	65.54	34.74	871.75	0.888
035_h264_720p.mp4	H264	1365x720		7.76	6.21	2	104	194	52.85	35.88	871.82	0.880
035_h264_8K.mp4	H264	8192x4320		218.11	174.31	2	298	0	68.00	34.19	874.41	0.884
035_hevc_1K.mp4	HEVC	2048x1080		12.99	10.38	2	76	222	58.54	35.64	870.48	0.888
035_hevc_2K.mp4	HEVC	2732x1440		26.35	21.06	2	76	222	62.44	35.27	872.81	0.881
035_hevc_480p.mp4	HEVC	910x480		3.34	2.67	2	76	222	46.72	36.03	874.02	0.880
035_hevc_4K.mp4	HEVC	4096x2160		59.61	47.64	2	76	222	65.41	34.88	872.03	0.888
035_hevc_720p.mp4	HEVC	1366x720		7.24	5.79	2	76	222	54.03	35.99	872.01	0.881
035_hevc_8K.mp4	HEVC	8192x4320		199.49	159.43	2	76	222	68.07	34.16	873.98	0.884

Sequence 036

Figure 37. First Frame of Sequence 036

Raw Sequence Size: 11.11 GB
Source: HERE

Table 37. Description of encoded videos using sequence 036 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
036_av1_1K.mp4	AV1	2048x1080	yuv420p	5.05	4.03	1	299	0	54.31	35.11	304.54	0.783
036_av1_2K.mp4	AV1	2731x1440		10.09	8.07	1	299	0	57.83	34.87	305.15	0.776
036_av1_480p.mp4	AV1	910x480		2.35	1.88	1	299	0	42.51	35.60	301.20	0.775
036_av1_4K.mp4	AV1	4096x2160		22.48	17.97	1	299	0	62.12	34.84	305.68	0.783
036_av1_720p.mp4	AV1	1365x720		3.33	2.67	1	299	0	48.08	35.30	304.01	0.775
036_av1_8K.mp4	AV1	8192x4320		95.34	76.19	1	299	0	65.24	34.55	306.58	0.779
036_h264_1K.mp4	H264	2048x1080		13.49	10.78	2	76	222	54.17	34.63	305.20	0.783
036_h264_2K.mp4	H264	2731x1440		27.25	21.77	2	76	222	57.67	34.55	305.89	0.776
036_h264_480p.mp4	H264	910x480		6.22	4.97	2	76	222	42.33	35.19	301.92	0.774
036_h264_4K.mp4	H264	4096x2160		61.51	49.16	2	76	222	61.92	34.52	306.39	0.783
036_h264_720p.mp4	H264	1365x720		8.84	7.06	2	76	222	47.90	34.92	304.20	0.775
036_h264_8K.mp4	H264	8192x4320		197.86	158.13	2	76	222	64.83	34.43	307.21	0.779
036_hevc_1K.mp4	HEVC	2048x1080		13.13	10.49	2	76	222	54.10	34.75	304.99	0.783
036_hevc_2K.mp4	HEVC	2732x1440		26.34	21.05	2	76	222	47.35	34.52	317.03	0.773
036_hevc_480p.mp4	HEVC	910x480		6.31	5.04	2	76	222	42.33	35.24	301.68	0.774
036_hevc_4K.mp4	HEVC	4096x2160		59.27	47.37	2	76	222	61.77	34.59	306.26	0.783
036_hevc_720p.mp4	HEVC	1366x720		8.66	6.92	2	76	222	38.57	34.79	325.42	0.765
036_hevc_8K.mp4	HEVC	8192x4320		198.07	158.30	2	76	222	64.88	34.44	307.08	0.779

Sequence 037

Figure 38. First Frame of Sequence 037

Raw Sequence Size: 8.13 GB
Source: HERE

Table 38. Description of encoded videos using sequence 037 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
037_av1_1K.mp4	AV1	2048x1080	yuv420p	5.53	4.42	1	299	0	87.91	40.78	20.73	0.988
037_av1_2K.mp4	AV1	2731x1440		9.90	7.91	1	299	0	87.33	40.47	21.08	0.988
037_av1_480p.mp4	AV1	910x480		2.27	1.81	1	299	0	85.99	41.46	20.30	0.987
037_av1_4K.mp4	AV1	4096x2160		22.43	17.93	1	299	0	85.39	40.45	21.21	0.988
037_av1_720p.mp4	AV1	1365x720		3.58	2.86	1	299	0	87.46	41.14	20.38	0.987
037_av1_8K.mp4	AV1	8192x4320		95.40	76.24	1	299	0	80.64	39.89	21.98	0.987
037_h264_1K.mp4	H264	2048x1080		13.22	10.56	2	76	222	87.73	40.26	20.92	0.987
037_h264_2K.mp4	H264	2731x1440		26.12	20.87	2	76	222	87.10	40.15	21.19	0.987
037_h264_480p.mp4	H264	910x480		3.39	2.71	2	76	222	85.91	40.83	20.51	0.986
037_h264_4K.mp4	H264	4096x2160		59.97	47.93	2	115	183	85.17	40.03	21.48	0.987
037_h264_720p.mp4	H264	1365x720		7.30	5.83	2	76	222	87.08	40.54	20.69	0.987
037_h264_8K.mp4	H264	8192x4320		204.64	163.55	5	81	214	80.39	39.74	22.28	0.987
037_hevc_1K.mp4	HEVC	2048x1080		13.16	10.52	2	76	222	87.63	40.41	20.91	0.987
037_hevc_2K.mp4	HEVC	2732x1440		26.07	20.84	2	76	222	84.19	40.21	21.40	0.987
037_hevc_480p.mp4	HEVC	910x480		3.28	2.62	2	76	222	85.90	40.95	20.51	0.986
037_hevc_4K.mp4	HEVC	4096x2160		58.94	47.11	2	76	222	85.08	40.18	21.43	0.987
037_hevc_720p.mp4	HEVC	1366x720		7.38	5.89	2	76	222	83.80	40.42	21.22	0.985
037_hevc_8K.mp4	HEVC	8192x4320		194.92	155.78	2	76	222	80.49	39.77	22.21	0.987

Sequence 038

Figure 39. First Frame of Sequence 038

Raw Sequence Size: 7.40 GB
Source: HERE

Table 39. Description of encoded videos using sequence 038 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
038_av1_1K.mp4	AV1	2048x1080	yuv420p	6.39	5.11	1	299	0	4.55	30.97	141.68	0.682
038_av1_2K.mp4	AV1	2731x1440		11.71	9.36	1	299	0	4.86	30.90	142.13	0.674
038_av1_480p.mp4	AV1	910x480		2.69	2.15	1	299	0	4.33	31.12	139.54	0.676
038_av1_4K.mp4	AV1	4096x2160		24.01	19.19	1	299	0	6.93	30.94	142.08	0.681
038_av1_720p.mp4	AV1	1365x720		4.10	3.27	1	299	0	4.03	31.04	141.17	0.675
038_av1_8K.mp4	AV1	8192x4320		88.12	70.42	1	299	0	20.62	30.92	142.47	0.676
038_h264_1K.mp4	H264	2048x1080		13.86	11.08	2	107	191	4.52	30.97	141.68	0.682
038_h264_2K.mp4	H264	2731x1440		27.57	22.04	2	85	213	4.93	30.90	142.36	0.673
038_h264_480p.mp4	H264	910x480		7.09	5.67	2	76	222	4.38	31.16	140.51	0.671
038_h264_4K.mp4	H264	4096x2160		61.97	49.53	2	76	222	7.10	30.89	142.81	0.680
038_h264_720p.mp4	H264	1365x720		9.23	7.38	2	76	222	4.05	31.06	141.31	0.673
038_h264_8K.mp4	H264	8192x4320		199.17	159.18	3	173	124	20.75	30.96	142.81	0.676
038_hevc_1K.mp4	HEVC	2048x1080		13.09	10.46	2	76	222	4.53	30.96	141.72	0.681
038_hevc_2K.mp4	HEVC	2732x1440		26.35	21.06	2	76	222	4.78	30.89	142.28	0.673
038_hevc_480p.mp4	HEVC	910x480		7.19	5.74	2	76	222	4.39	31.14	140.23	0.672
038_hevc_4K.mp4	HEVC	4096x2160		59.74	47.75	2	76	222	7.06	30.91	142.65	0.680
038_hevc_720p.mp4	HEVC	1366x720		9.37	7.49	2	76	222	3.86	31.03	141.30	0.673
038_hevc_8K.mp4	HEVC	8192x4320		196.77	157.26	2	76	222	20.76	30.90	142.85	0.676

Sequence 039

Figure 40. First Frame of Sequence 039

Raw Sequence Size: 18.38 GB
Source: HERE

Table 40. Description of encoded videos using sequence 039 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
039_av1_1K.mp4	AV1	2048x1080	yuv420p	4.45	3.56	1	299	0	81.67	42.00	17.49	0.984
039_av1_2K.mp4	AV1	2731x1440		8.73	6.98	1	299	0	83.41	41.19	17.93	0.983
039_av1_480p.mp4	AV1	910x480		2.16	1.72	1	299	0	76.75	43.65	16.86	0.982
039_av1_4K.mp4	AV1	4096x2160		20.99	16.78	1	299	0	84.62	40.14	18.75	0.984
039_av1_720p.mp4	AV1	1365x720		3.74	2.99	1	299	0	78.88	42.90	17.14	0.983
039_av1_8K.mp4	AV1	8192x4320		75.20	60.10	1	299	0	81.85	38.67	20.66	0.983
039_h264_1K.mp4	H264	2048x1080		12.24	9.79	2	76	222	81.41	41.23	17.80	0.983
039_h264_2K.mp4	H264	2731x1440		26.02	20.79	2	76	222	83.11	40.57	18.18	0.983
039_h264_480p.mp4	H264	910x480		3.50	2.80	2	76	222	76.51	42.92	16.94	0.982
039_h264_4K.mp4	H264	4096x2160		60.24	48.14	2	150	148	84.23	39.58	19.19	0.984
039_h264_720p.mp4	H264	1365x720		7.65	6.11	2	76	222	78.52	42.12	17.40	0.983
039_h264_8K.mp4	H264	8192x4320		247.61	197.89	2	280	18	81.18	38.41	21.26	0.983
039_hevc_1K.mp4	HEVC	2048x1080		12.67	10.13	2	76	222	81.40	41.47	17.70	0.983
039_hevc_2K.mp4	HEVC	2732x1440		25.80	20.62	2	76	222	76.67	40.63	18.43	0.983
039_hevc_480p.mp4	HEVC	910x480		3.15	2.52	2	76	222	76.52	43.13	16.88	0.982
039_hevc_4K.mp4	HEVC	4096x2160		58.84	47.03	2	76	222	84.19	39.71	19.14	0.983
039_hevc_720p.mp4	HEVC	1366x720		7.76	6.20	2	76	222	69.94	42.11	18.17	0.981
039_hevc_8K.mp4	HEVC	8192x4320		197.19	157.59	2	76	222	81.59	38.34	21.16	0.983

Sequence 040

Figure 41. First Frame of Sequence 040

Raw Sequence Size: 14.21 GB
Source: HERE

Table 41. Description of encoded videos using sequence 040 and their performance evaluation

*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	*# Frame Types*			*VMAF*	*PSNR*	*MSE*	*SSIM*
*File*	*Codec*	*Resolution*	*Pixel Format*	*File Size (MB)*	*Bitrate (MB)*	I	P	B	*VMAF*	*PSNR*	*MSE*	*SSIM*
040_av1_1K.mp4	AV1	2048x1080	yuv420p	6.15	4.91	1	299	0	6.76	37.77	182.92	0.627
040_av1_2K.mp4	AV1	2731x1440		11.53	9.22	1	299	0	5.58	37.45	184.69	0.630
040_av1_480p.mp4	AV1	910x480		2.71	2.17	1	299	0	12.55	38.59	173.44	0.627
040_av1_4K.mp4	AV1	4096x2160		22.98	18.36	1	299	0	4.71	37.10	185.90	0.627
040_av1_720p.mp4	AV1	1365x720		4.02	3.21	1	299	0	8.58	38.18	179.53	0.629
040_av1_8K.mp4	AV1	8192x4320		80.12	64.03	1	299	0	3.82	36.70	186.81	0.628
040_h264_1K.mp4	H264	2048x1080		13.56	10.84	2	76	222	6.69	37.78	182.58	0.629
040_h264_2K.mp4	H264	2731x1440		26.82	21.43	2	79	219	5.56	37.54	184.69	0.630
040_h264_480p.mp4	H264	910x480		7.04	5.63	2	76	222	12.47	38.58	174.10	0.625
040_h264_4K.mp4	H264	4096x2160		61.05	48.79	2	77	221	4.74	37.08	186.20	0.627
040_h264_720p.mp4	H264	1365x720		9.02	7.21	2	76	222	8.55	38.24	179.63	0.629
040_h264_8K.mp4	H264	8192x4320		195.90	156.56	2	78	220	3.87	36.67	187.01	0.628
040_hevc_1K.mp4	HEVC	2048x1080		13.19	10.54	2	76	222	6.76	37.66	182.80	0.628
040_hevc_2K.mp4	HEVC	2732x1440		26.35	21.06	2	76	222	5.48	37.36	184.82	0.629
040_hevc_480p.mp4	HEVC	910x480		6.94	5.54	2	76	222	12.47	38.45	173.84	0.626
040_hevc_4K.mp4	HEVC	4096x2160		59.25	47.36	2	76	222	4.74	36.99	185.97	0.627
040_hevc_720p.mp4	HEVC	1366x720		8.99	7.18	2	76	222	8.39	38.01	180.00	0.628
040_hevc_8K.mp4	HEVC	8192x4320		197.32	157.70	2	76	222	3.85	36.58	186.91	0.628

FFmpeg Commands

Video Encoding Commands

Base video encoding script

ffmpeg -framerate 30000/1001 -pattern_type glob -i "${sequenceID}/*.png" -vf scale=-1:${scale} -b:v ${bitrate}$ -c:v ${encoder} -preset ${preset} "${sequenceID}_${codec}_${resolution}.mp4"

Table 42. Variable alternatives used in generating encoded videos

Variable	Alternative	Value
`${sequenceID}`	-	from 000 to 040
`${scale}`	8K	`4320`
	4K	`2160`
	2K	`1440`
	1K	`1080`
	720p	`720`
	480p	`480`
`${bitrate}`	-	Depends on the required value. Refer to Table 1 for the values used.
`${encoder}`	HEVC/H265	`hevc_nvenc`
	AVC/H264	`h264_nvenc`
	AV1	`libaom-av1`
`${presets}`	HEVC/H265	`18`
	AVC/H264	`18`
	AV1	`slow`

Image Transforming Commands

Base image transforming script

ffmpeg -i "${imageID}/*.tif" -vf scale=-1:${scale} "${imageID}_${codec}_${resolution}.${extention}"

Table 43. Variable alternatives used in generating encoded videos

Variable	Alternative	Value
`${imageID}`	-	from 000 to 040
`${scale}`	8K	`4320`
	4K	`2160`
	2K	`1440`
	1K	`1080`
	720p	`720`
	480p	`480`
`${extention}`	PNG	`png`
	JPEG	`jpg`
	WEBP	`webp`

Video Sequences Average RBG Histogram over time.

Figure 42. Average RBG Histogram over time for all the sequences in the SEPE dataset

Images Histogram over time.

Figure 43. RBG Histogram for all images in the SEPE dataset