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Scientific Paper Feedback Generation on Human Evaluation Feedback Level
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72.3
Validity Rate
Gemini-3-flash
40.268
48.584
56.9
65.216
Apr 13, 2026
Validity Rate
Actionability Rate
Specificity Score
Helpfulness Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Validity Rate
Actionability Rate
Specificity Score
Helpfulness Score
Gemini-3-flash
n (per model)=65
2026.04
72.3
56.9
4.42
3.4
GOODPOINT-DPO
n (per model)=62
2026.04
58.1
40.3
3.5
2.77
Qwen3-8B
n (per model)=65
2026.04
41.5
32.3
2.89
2.25
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