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Software Engineering on SWE-rebench 9B
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38.16
Avg@8 BC%
EvoTrainer
29.8712
32.0231
34.175
36.3269
Jun 2, 2026
Avg@8 BC%
Updated 1mo ago
Evaluation Results
Method
Method
Links
Avg@8 BC%
EvoTrainer
Configuration=Proposed...
2026.06
38.16
RAGEN v2 SNR Filtering
Configuration=Algorith...
2026.06
35.74
Human-engineered RL
Configuration=Reference
2026.06
33.77
AutoResearch
Configuration=Reference
2026.06
33.33
RAGEN v1 Filtering
Configuration=Algorith...
2026.06
32.89
GRPO + Clip-Higher
Configuration=Algorith...
2026.06
32.79
Group-Variance Filtering
Configuration=Algorith...
2026.06
32.31
GSPO + Clip-Higher
Configuration=Algorith...
2026.06
31.97
Base model (no RL)
RL=None
2026.06
30.19
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