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Video Reasoning on VBVR-Bench
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97.4
Overall Accuracy
Human
24.496
43.423
62.35
81.277
Mar 17, 2026
Overall Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Overall Accuracy
Human
Type=Baseline
2026.03
97.4
VBVR-Wan2.2 + Training-Free Ensemble
Type=Video Reasoning M...
2026.03
71.6
VBVR-Wan2.2
Type=Video Reasoning M...
2026.03
68.5
Sora 2
Type=Proprietary Video...
2026.03
54.6
Veo 3.1
Type=Proprietary Video...
2026.03
48
Runway Gen-4 Turbo
Type=Proprietary Video...
2026.03
40.3
Wan2.2-I2V-A14B
Type=Open-source Video...
2026.03
37.1
Kling 2.6
Type=Proprietary Video...
2026.03
36.9
LTX-2
Type=Open-source Video...
2026.03
31.3
CogVideoX1.5-5B-I2V
Type=Open-source Video...
2026.03
27.3
HunyuanVideo-I2V
Type=Open-source Video...
2026.03
27.3
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