Symbolic Regression on Oscillator 1
100Accuracy (Tol 0.1)STRIDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STRIDEBackbone=GPT-5.12026.05 | 100 | 100 | 0 | |
| STRIDEBackbone=Claude-3-Haiku2026.05 | 100 | 100 | 0 | |
| LLM-SRBackbone=GPT-5.12026.05 | 99.99 | 95.64 | 0 | |
| DrSRBackbone=GPT-5.12026.05 | 99.94 | 48.44 | 0 | |
| LLM-SRBackbone=Claude-3-Haiku2026.05 | 99.77 | 38.89 | 0 | |
| DrSRBackbone=Claude-3-Haiku2026.05 | 99.56 | 38.76 | 0 | |
| PySRBackbone=None2026.05 | 97.98 | 10.29 | 0 | |
| LaSRBackbone=Claude-3-Haiku2026.05 | 96.57 | 5.37 | 0.0001 | |
| LaSRBackbone=GPT-5.12026.05 | 94.91 | 6.92 | 0.0002 | |
| SR-LLMBackbone=GPT-5.12026.05 | 77.87 | 1.57 | 0.003 | |
| SR-LLMBackbone=Claude-3-Haiku2026.05 | 67.23 | 0.77 | 0.0076 | |
| uDSRBackbone=None2026.05 | 12.83 | 0.11 | 0.0655 | |
| DSRBackbone=None2026.05 | 11.19 | 0.09 | 0.0974 | |
| GPlearnBackbone=None2026.05 | 10.41 | 0.12 | 0.183 |