Video Understanding on MotionBench (dev) benchmark leaderboard · SOTA2 Research

Video Understanding on MotionBench (dev)

58.3OverallQwen2.5-VL-72B*

Evaluation Results

Method	Links
Qwen2.5-VL-72B*2026.06		58.3	54.32	64	60.3	48.6	73.2	46.8	33
GLM4-9B + TE Fusion2026.06		58	—	—	—	—	—	—	—
InternVL3-8B + MotionEnhancer2026.06		57.69	53.22	64.14	60.07	48.83	75.94	40.85	29.5
Qwen2.5-VL-7B + MotionEnhancer2026.06		57.04	52.92	63.4	61.54	47.27	70.29	43.55	31.5
Qwen2.5-VL-3B + MotionEnhancer2026.06		56.6	52.51	63.06	61.72	47.01	68.84	43.16	31.25
InternVL3-2B + MotionEnhancer2026.06		55.5	51.35	61.57	57.51	46.23	71.3	42	29.5
Qwen2.5-VL-7B + MotionSight*2026.06		55.3	51.56	59.88	57.33	47.01	73.91	40.46	30.75
InternVL3-8B*2026.06		54.88	50.81	60.42	58.06	43.64	70.29	43.93	28.5
InternVL3-2B*2026.06		53.96	49.69	60.01	57.69	43.9	70	40.27	26.25
Qwen2.5-VL-3B*2026.06		53.56	49.45	59.54	53.11	38.44	70.14	40.46	35
Qwen2.5-VL-7B*2026.06		52.81	48.29	59	54.58	35.58	71.3	38.54	30.75
MiniCPM-V2.6-7B2026.06		52	—	—	—	—	—	—	—
PLLaVA-34B2026.06		52	—	—	—	—	—	—	—