Genetic Circuit Design on Cello-OOD
52.6Task Success Rate (TSR)Qwen3-8B RLVF-H-C
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-8B RLVF-H-CTraining Protocol=GenCircuit-RL (Hierarchical-Curriculum)2026.05 | 52.6 | |
| Gemma-3-12B RLVF-H-CTraining Protocol=GenCircuit-RL (Hierarchical-Curriculum)2026.05 | 46.8 | |
| Llama-3.1-8B RLVF-H-CTraining Protocol=GenCircuit-RL (Hierarchical-Curriculum)2026.05 | 45.2 | |
| Qwen3-8B RLVF-HIERTraining Protocol=RLVF-Hierarchical2026.05 | 44.1 | |
| Qwen3-8B RLVF-BINTraining Protocol=RLVF-Binary2026.05 | 36.2 | |
| Qwen3-8B SFTTraining Protocol=Supervised fine-tuning2026.05 | 32.4 | |
| Gemma-3-12B SFTTraining Protocol=Supervised fine-tuning2026.05 | 28.8 | |
| OPUS 4.5Few-shot Setting=5-shot2026.05 | 28.4 | |
| Llama-3.1-8B SFTTraining Protocol=Supervised fine-tuning2026.05 | 27.6 | |
| OPUS 4.5Few-shot Setting=0-shot2026.05 | 18.6 | |
| Qwen3-8B BASEFew-shot Setting=0-shot2026.05 | 5.1 |