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Long-video Understanding on VideoNIAH

46.81Accuracy

Video-Zero

Updated 19d ago

Evaluation Results

Method	Links
Video-Zero 2026.05		46.81
Video-Zero 2026.05		46.74
MiMo-SFT-7B 2026.05		46.67
Video-Zero 2026.05		46.37
Video-Zero 2026.05		46.37
Video-Zero (Iter 4) 2026.05		46.37
Video-Zero (Peak) 2026.05		46.37
Video-Zero (Iter 4) 2026.05		46.37
Video-Zero (Peak) 2026.05		46.37
Video-Zero 2026.05		46.15
Video-Zero 2026.05		46.07
V-Zero 2026.05		46.07
Video-Zero 2026.05		46.07
V-Zero 2026.05		46.07
Video-Zero 2026.05		45.93
VisPlay 2026.05		45.85
VisPlay 2026.05		45.85
Video-Zero 2026.05		45.85
Base Model 2026.05		45.78
VisPlay 2026.05		45.78
Video-Zero 2026.05		45.78
V-Zero 2026.05		45.78
Base Model 2026.05		45.78
Video-Zero 2026.05		45.7
Video-Zero 2026.05		45.7
Base Model 2026.05		45.7
VisPlay 2026.05		45.7
VisPlay 2026.05		45.7
V-Zero 2026.05		45.7
V-Zero 2026.05		45.7
Base Model 2026.05		45.7
VisPlay 2026.05		45.7
V-Zero 2026.05		45.63
V-Zero 2026.05		45.63
V-Zero 2026.05		45.63
VisPlay 2026.05		45.63
V-Zero 2026.05		45.63
VisPlay 2026.05		45.56
V-Zero 2026.05		45.56
V-Zero 2026.05		45.56
V-Zero 2026.05		45.48
Video-Zero 2026.05		45.41
VisPlay 2026.05		45.33
VisPlay 2026.05		45.33
VisPlay 2026.05		45.26
Video-Zero 2026.05		45.26
VisPlay 2026.05		45.26
Video-Zero 2026.05		44.96
InternVL3.5-4B 2026.05		38.81
Video-Zero 2026.05		36.89
Video-Zero 2026.05		36.89
Video-Zero 2026.05		36.81
Video-Zero 2026.05		36.67
Video-Zero 2026.05		36.44