Video Generative Performance on Video-based Generative Performance Benchmark benchmark leaderboard · SOTA2 Research

Video Generative Performance on Video-based Generative Performance Benchmark

3.49Correctness ScoreFMVR-LLaVA

Evaluation Results

Method	Links
FMVR-LLaVA2026.03		3.49	3.71	3.85	3.14	3.44	3.53
FMVR-LLaVA2026.03		3.45	3.62	3.77	3.05	3.21	3.42
FMVR-LLaVA2026.03		3.3	3.55	3.72	2.84	3.1	3.3
LLaVA-Mini2025.01		2.97	2.99	3.61	2.48	2.67	2.94
LLaMA-VID2025.01		2.96	3	3.53	2.46	2.51	2.88
LLaMA-VID2026.03		2.96	3	3.53	2.46	2.51	2.89
FMVR-LLaVA2026.03		2.91	2.88	3.23	2.41	2.46	2.78
Video-LLaVA2025.01		2.87	2.94	3.44	2.45	2.51	2.84
Video-LLAVA2026.03		2.87	2.94	3.44	2.45	2.51	2.84
MovieChat2025.01		2.76	2.93	3.01	2.24	2.42	2.65
MovieChat2026.03		2.76	2.93	3.01	2.24	2.42	2.67
BT-Adapter2025.01		2.68	2.69	3.27	2.34	2.46	2.69
BT-Adapter2026.03		2.68	2.69	3.27	2.34	2.46	2.69
FMVR-LLaVA2026.03		2.54	2.77	2.83	2.34	2.41	2.58
Video-ChatGPT2025.01		2.4	2.52	2.62	1.98	2.37	2.37
Video-ChatGPT2026.03		2.4	2.52	2.62	1.98	2.37	2.38
VideoChat2025.01		2.23	2.5	2.53	1.94	2.24	2.3
VideoChat2026.03		2.23	2.5	2.53	1.94	2.24	2.29
LLaMA Adapter2025.01		2.03	2.32	2.3	1.98	2.15	2.19
LLaMA Adapter2026.03		2.03	2.32	2.3	1.98	2.15	2.16
Video-LLaMA2025.01		1.96	2.18	2.16	1.82	1.79	1.99
Video-LLAMA2026.03		1.96	2.18	2.16	1.82	1.79	1.98