Video Editing on NRVBench V1 (full) benchmark leaderboard · SOTA2 Research

Video Editing on NRVBench V1 (full)

0Distortion (x10^3)Source Videos

Evaluation Results

Method	Links
Source Videos2026.01		0	—	0	0	100	26.66	23.83	7.37	90.83	—
Source Videos2026.01		0	—	0	0	100	26.66	23.83	7.37	90.83	—
VM-Edit2026.01		8.69	35.79	47.89	4.74	95.72	26.15	23.19	7.36	60.94	2.21
VM-Edit2026.01		8.69	35.79	47.89	4.74	95.72	26.15	23.19	7.36	60.94	2.21
Wan-Edit2026.01		17.66	29.37	111.92	17.35	92.15	26.63	23.24	8.28	60.65	2.67
Wan-Edit2026.01		17.66	29.37	111.92	17.35	92.15	26.63	23.24	8.28	60.65	2.67
Pyramid-Edit2026.01		83.3	21.73	147.4	95.24	84.5	26.65	22.47	8.26	53.89	2.78
Pyramid-Edit2026.01		83.3	21.73	147.4	95.24	84.5	26.65	22.47	8.26	53.89	2.78
TokenFlow2026.01		111.93	21.1	134.31	118.23	75.3	26.47	23.28	7.98	58.49	3.11
TokenFlow2026.01		111.93	21.1	134.31	118.23	75.3	26.47	23.28	7.98	58.49	3.11
AnyV2V2026.01		329.34	13.83	353.94	646.59	58.48	23.32	20.75	9.47	49.14	2.76
AnyV2V2026.01		329.34	13.83	353.94	646.59	58.48	23.32	20.75	9.47	49.14	2.76
VidToMe2026.01		364.53	11.8	300.64	778.4	59.78	26.6	22.89	8.34	57.76	3.89
VidToMe2026.01		364.93	11.8	300.64	778.4	59.78	26.6	22.89	8.34	57.76	3.89