Symbolic Regression on LLM-SRBench LSR-Synth Biology
0.64NMSELASR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LASRBackbone=Llama3.1-8B-Instruct2026.06 | 0.64 | 0 | |
| Deliberate EvolutionBackbone=Qwen3-4B-Instruct-25072026.06 | 0.669 | 12.5 | |
| LASRBackbone=Qwen3-4B-Instruct-25072026.06 | 0.956 | 0 | |
| Deliberate EvolutionBackbone=Llama3.1-8B-Instruct2026.06 | 1.17 | 16.67 | |
| LLM-SRBackbone=Llama3.1-8B-Instruct2026.06 | 1.76 | 12.5 | |
| LLM-SRBackbone=Qwen3-4B-Instruct-25072026.06 | 1.88 | 12.5 | |
| LLMDirectBackbone=Qwen3-4B-Instruct-25072026.06 | 4.46 | 8.33 | |
| LLMDirectBackbone=Llama3.1-8B-Instruct2026.06 | 12.9 | 4.17 | |
| SGABackbone=Qwen3-4B-Instruct-25072026.06 | 17.3 | 4.17 | |
| SGABackbone=Llama3.1-8B-Instruct2026.06 | 24.2 | 0 |