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Scientific Review Evaluation on Scientific Review Human Evaluation Dataset
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66.7
Actionability Win Rate
ProReviewer
50.684
54.842
59
63.158
Jun 11, 2026
Actionability Win Rate
Actionability Lose Rate
Grounding Win Rate
Grounding Lose Rate
Verifiability Win Rate
Verifiability Lose Rate
Technical Depth Win Rate
Technical Depth Lose Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Actionability Win Rate
Actionability Lose Rate
Grounding Win Rate
Grounding Lose Rate
Verifiability Win Rate
Verifiability Lose Rate
Technical Depth Win Rate
Technical Depth Lose Rate
ProReviewer
Method Model=Qwen3-8B,...
2026.06
66.7
14.3
85.7
0
57.1
9.5
76.2
9.5
ProReviewer
Method Model=Qwen3-8B,...
2026.06
61.5
7.7
94.9
0
82.1
0
82.1
2.6
ProReviewer
Method Model=Qwen3-8B,...
2026.06
57.1
14.3
76.2
9.5
61.9
14.3
71.4
9.5
ProReviewer
Method Model=Qwen3-8B,...
2026.06
51.3
23.1
74.4
7.7
61.5
15.4
69.2
17.9
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