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Video Reasoning on VBVR-Bench

97.4Overall Accuracy

Human

Updated 22d ago

Evaluation Results

Method	Links
Human 2026.03		97.4
VBVR-Wan2.2 + CollabVR 2026.05		75.7
VBVR-Wan2.2 + Training-Free Ensemble 2026.03		71.6
VBVR-Wan2.2 + Pass@4 2026.05		70.7
VBVR-Wan2.2 + Pass@2 2026.05		69.4
VBVR-Wan2.2 2026.03		68.5
VBVR-Wan2.2 2026.05		67.1
VBVR-Wan2.2 + VideoTPO 2026.05		65
Sora 2 2026.03		54.6
Veo 3.1 2026.03		48
Runway Gen-4 Turbo 2026.03		40.3
Cosmos-Predict2.5 + CollabVR 2026.05		40.3
Wan2.2-I2V-A14B 2026.03		37.1
Kling 2.6 2026.03		36.9
LTX-2 2026.03		31.3
Cosmos-Predict2.5 2026.05		30.8
CogVideoX1.5-5B-I2V 2026.03		27.3
HunyuanVideo-I2V 2026.03		27.3