List your company
ResearchFormerly WizWand

Video Understanding on Video-MME Long (Accuracy)

63.4AccuracyStreamOV
37.327244.096150.86557.6339Apr 14, 2026Apr 20, 2026Apr 27, 2026May 4, 2026May 11, 2026May 18, 2026May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
StreamOV#Frames=64, Subtitles=false, Processing Type=Online2026.0563.4
Qwen3-Omni-30B#Frames=64, Subtitles=false, Processing Type=Offline2026.0558.1
Qwen2.5-VL-7B#Frames=1fps, Subtitles=false, Processing Type=Offline2026.0550.4
Flash-VStream-7B#Frames=1fps, Subtitles=false, Processing Type=Online2026.0550.3
MODIXModel=Qwen3-VL-8B2026.0449.44
TimeChat-Online-7B#Frames=1fps, Subtitles=false, Processing Type=Online2026.0549.2
Qwen3-VL-8BModel=Qwen3-VL-8B2026.0448.86
Kangaroo-7B#Frames=64, Subtitles=false, Processing Type=Offline2026.0546.6
LongVA-7B#Frames=128, Subtitles=false, Processing Type=Offline2026.0546.2
VideoLLM-online-8B#Frames=2fps, Subtitles=false, Processing Type=Online2026.0544.9
MODIXModel=Qwen3-VL-2B2026.0440.56
Qwen3-VL-2BModel=Qwen3-VL-2B2026.0438.33