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Video Reasoning on Seed-Bench R1

50.5Average Answer Score

APPO

-0.907212.438925.78539.1311Feb 11, 2026Feb 13, 2026Feb 16, 2026Feb 19, 2026Feb 21, 2026Feb 24, 2026Feb 27, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
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50.5---
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50---
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48.9---
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42.3---
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37.2---
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36.1---
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35.3---
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34---
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31.8---
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31.6---
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30.9---
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30.7---
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30.5---
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28.3---
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28.1---
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28---
2026.02
1.871.951.941.65
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1.621.641.671.56
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1.551.581.671.39
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1.551.561.621.5
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1.51.571.641.28
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1.451.491.61.29
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1.341.361.481.22
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1.151.251.290.98
2026.02
1.111.091.191.11
2026.02
1.071.071.131.03