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ResearchFormerly WizWand

Automated Paper Review on MLRBench

8.38Review ScoreBITE
5.1565.9936.837.667May 24, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BITEJudge Model=llama-3.3-70b-instruct2026.058.38
Random ActionJudge Model=llama-3.3-70b-instruct2026.058.34
Iterative RewriteJudge Model=llama-3.3-70b-instruct2026.058.17
Initial ScoreJudge Model=llama-3.3-70b-instruct2026.057.9
BITEJudge Model=o3-mini2026.057.67
BITEJudge Model=deepseek-r1-05282026.057.63
Iterative RewriteJudge Model=o3-mini2026.057.53
Random ActionJudge Model=o3-mini2026.057.53
BITEJudge Model=gemini-2.5-flash2026.057.44
Initial ScoreJudge Model=o3-mini2026.057.43
Random ActionJudge Model=deepseek-r1-05282026.057.31
Random ActionJudge Model=gemini-2.5-flash2026.057.18
Iterative RewriteJudge Model=deepseek-r1-05282026.056.84
Iterative RewriteJudge Model=gemini-2.5-flash2026.056.59
BITEJudge Model=qwen3-235b2026.056.5
Random ActionJudge Model=qwen3-235b2026.056.43
Iterative RewriteJudge Model=qwen3-235b2026.056.37
Initial ScoreJudge Model=qwen3-235b2026.056.01
Initial ScoreJudge Model=deepseek-r1-05282026.055.67
Initial ScoreJudge Model=gemini-2.5-flash2026.055.28