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Benchmarks
Genetic Circuit Design on Cello-OOD
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52.6
Task Success Rate (TSR)
Qwen3-8B RLVF-H-C
3.2
16.025
28.85
41.675
May 14, 2026
Task Success Rate (TSR)
Updated 9d ago
Evaluation Results
Method
Method
Links
Task Success Rate (TSR)
Qwen3-8B RLVF-H-C
Training Protocol=GenC...
2026.05
52.6
Gemma-3-12B RLVF-H-C
Training Protocol=GenC...
2026.05
46.8
Llama-3.1-8B RLVF-H-C
Training Protocol=GenC...
2026.05
45.2
Qwen3-8B RLVF-HIER
Training Protocol=RLVF...
2026.05
44.1
Qwen3-8B RLVF-BIN
Training Protocol=RLVF...
2026.05
36.2
Qwen3-8B SFT
Training Protocol=Supe...
2026.05
32.4
Gemma-3-12B SFT
Training Protocol=Supe...
2026.05
28.8
OPUS 4.5
Few-shot Setting=5-shot
2026.05
28.4
Llama-3.1-8B SFT
Training Protocol=Supe...
2026.05
27.6
OPUS 4.5
Few-shot Setting=0-shot
2026.05
18.6
Qwen3-8B BASE
Few-shot Setting=0-shot
2026.05
5.1
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