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Video Reward Modeling on VideoGen-Bench
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56.8
Accuracy (w/ Tie)
DeScore
29.032
36.241
43.45
50.659
May 7, 2026
Accuracy (w/ Tie)
Accuracy (w/o Tie)
Updated 26d ago
Evaluation Results
Method
Method
Links
Accuracy (w/ Tie)
Accuracy (w/o Tie)
DeScore
Model Type=Our Video R...
2026.05
56.8
76.8
VideoAlign
Model Type=Discriminat...
2026.05
53.8
72.2
VisionReward
Model Type=Generative...
2026.05
46.5
61.1
UnifiedReward-Thinking
Model Type=Generative...
2026.05
42.8
58.2
VideoScore
Model Type=Discriminat...
2026.05
37.2
50.3
UnifiedReward
Model Type=Generative...
2026.05
30.3
56.4
VideoScore2
Model Type=Generative...
2026.05
30.1
49.7
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