Symbolic Regression on LSR Scientific (Out-of-Distribution)
13.6Physics ScoreDeliberate Evolution
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Deliberate EvolutionBackbone=Qwen3-4B-Instruct-25072026.06 | 13.6 | 24 | 5.6 | 20.8 | |
| LLM-SRBackbone=Qwen3-4B-Instruct-25072026.06 | 9.1 | 24 | 2.8 | 16.7 | |
| LLMDirectBackbone=Qwen3-4B-Instruct-25072026.06 | 6.8 | 12 | 0 | 0 | |
| LASRBackbone=Qwen3-4B-Instruct-25072026.06 | 4.5 | 4 | 0 | 0 | |
| SGABackbone=Qwen3-4B-Instruct-25072026.06 | 2.3 | 0 | 0 | 4.2 |