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Benchmarks
Genetic Circuit Design on Cello-ID
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66.2
Task Success Rate (TSR)
Qwen3-8B RLVF-H-C
5.88
21.54
37.2
52.86
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
66.2
Gemma-3-12B RLVF-H-C
Training Protocol=GenC...
2026.05
59
Qwen3-8B RLVF-HIER
Training Protocol=RLVF...
2026.05
58.3
Llama-3.1-8B RLVF-H-C
Training Protocol=GenC...
2026.05
57.4
Qwen3-8B RLVF-BIN
Training Protocol=RLVF...
2026.05
50.4
Qwen3-8B SFT
Training Protocol=Supe...
2026.05
46.2
Gemma-3-12B SFT
Training Protocol=Supe...
2026.05
41.2
Llama-3.1-8B SFT
Training Protocol=Supe...
2026.05
39.8
OPUS 4.5
Few-shot Setting=5-shot
2026.05
36.5
OPUS 4.5
Few-shot Setting=0-shot
2026.05
25.4
Qwen3-8B BASE
Few-shot Setting=0-shot
2026.05
8.2
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