Video Quality Understanding on Q-Bench-Video (dev) benchmark leaderboard · SOTA2 Research

Video Quality Understanding on Q-Bench-Video (dev)

76.78Yes-or-No AccGemini-3-Pro

Evaluation Results

Method	Links
Gemini-3-Pro2026.01		76.78	61	47.87	61	69.56	59.49	60	63.02
Q-Router (GPT-4o)2026.01		76	57.01	43.33	59.31	65.31	61.46	50.22	60.07
OmniVQA-Chatter2026.01		75.51	59.76	40.37	62.05	61.58	63.45	42.38	59.08
VQA^22026.01		73.81	56.4	38.33	60.7	56.65	61.09	38.11	56.67
QualiRAG2026.01		73.18	62.95	44.95	61.34	70.74	61.69	48.17	61.66
VQAThinker2026.01		70.42	56.56	35.15	55.95	64.56	61.69	30.91	55.7
GPT-52026.01		68.72	56.49	43.21	56.58	68.99	59.91	37.42	57.22
Qwen2.5-VL-7B2026.01		68.54	57.01	35.56	54.94	63.12	57.27	35.7	55.3
GLM-4.1V-9B2026.01		63.85	47.96	31.45	49.28	60.77	50.59	24.25	49.15
Qwen3-VL-8B2026.01		62.44	51.81	38.92	51.68	62.85	54.9	31.94	52.11
LLaVA-OneVision-7B2026.01		62.13	52.23	38.56	48.74	61.53	48.81	44.57	52.12
InternVL3.5-8B2026.01		61.97	51.13	35.31	49.28	65.17	54.33	29.14	50.7
mPLUG-Owl3-7B2026.01		60.82	56.52	35.84	51.34	60.46	54.26	37.3	52.44
InternVL3-9B2026.01		56.57	51.58	30.4	46.35	59.8	50.83	31.51	47.61