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Video Reasoning on MMVU

75.8Accuracy

Gemini 2.5 Pro

Updated 19d ago

Evaluation Results

Method	Links
Gemini 2.5 Pro 2025.05		75.8
Seed1.5-VL 2025.05		70.1
Seed1.5-VL 2025.05		70.1
V-Zero 2026.05		68.96
V-Zero 2026.05		68.8
V-Zero 2026.05		68.8
FFR (GLM-4.5V) 2026.04		68.5
V-Zero 2026.05		68.48
Base Model 2026.05		68.32
Video-Zero 2026.05		68.32
Base Model 2026.05		68.32
Video-Zero (Peak) 2026.05		68.32
FFR 2026.04		68.2
VisPlay 2026.05		68.16
Video-Zero 2026.05		68.16
Video-Zero 2026.05		68
Video-Zero (Iter 4) 2026.05		68
FFR 2026.04		67.9
VisPlay 2026.05		67.68
VisPlay 2026.05		67.68
V-Zero 2026.05		67.52
SFT 2026.04		67.4
VisPlay 2026.05		67.36
V-Zero 2026.05		67.36
Video-Zero 2026.05		67.36
Video-Zero 2026.05		67.2
VisPlay 2026.05		67.04
VisPlay 2026.05		67.04
Video-Zero 2026.05		66.56
Video-Zero (Peak) 2026.05		66.56
Video-Zero 2026.05		65.6
Video-Zero 2026.05		64.96
Video-Zero (Iter 4) 2026.05		64.96
VisPlay 2026.05		64.8
V-Zero 2026.05		64.8
V-Zero 2026.05		64.48
V-Zero 2026.05		64.48
Base Model 2026.05		64.32
VisPlay 2026.05		64.32
V-Zero 2026.05		64.32
Video-Zero 2026.05		64.32
Base Model 2026.05		64.32
V-Zero 2026.05		64.16
V-Zero 2026.05		64.16
SFT 2026.04		63.9
VisPlay 2026.05		63.52
VisPlay 2026.05		63.36
VisPlay 2026.05		63.36
VisPlay 2026.05		63.36
Video-Zero 2026.05		63.2
Video-R1-SFT 2026.04		61.3
Video-Zero 2026.05		58.88
Video-Zero 2026.05		58.72
Video-Zero 2026.05		58.4
Video-Zero 2026.05		58.4
Video-Zero 2026.05		57.6
InternVL3.5-4B 2026.05		54.08