Long Video Understanding and Reasoning on VideoMMMU benchmark leaderboard · SOTA2 Research

Long Video Understanding and Reasoning on VideoMMMU

66Adaptation ScoreGPT-4o

Evaluation Results

Method	Links
GPT-4o2025.11		66	62	55.7	51.5
Gemini 1.5 Pro2025.11		59	53.3	49.3	55.2
LongVT-7B-SFT2025.11		37.7	46	58.3	36.2
VideoRFT-7B2025.11		37.7	40.7	48.7	37
Video-Thinker-7B2025.11		37.7	42.7	55.3	42.9
LongVT-7B-RL2025.11		37.7	42.3	56.3	46.6
Qwen2.5-VL-7B2025.11		37.3	28	36.7	37.2
Video-R1-7B2025.11		37.3	38.7	46.3	42.7
VideoRFT-7B2025.11		36.7	42	53	42.3
Video-R1-7B2025.11		36.3	40.7	52.3	42.6
Qwen2.5-VL-7B2025.11		35.7	44.3	54.7	46
LongVT-7B-RFT2025.11		35.7	43.7	56.7	47.7
Video-Thinker-7B2025.11		34.3	44.7	53	42.6
LongVT-7B-RL2025.11		32.7	44.7	50	43.7
LongVT-7B-SFT2025.11		32.3	42	49.7	44.1