Symbolic Regression on E. coli Growth
14.6Acc@0.1STRIDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STRIDEBackbone=Claude-3-Haiku2026.05 | 14.6 | 20 | 0.379 | |
| LLM-SRBackbone=Claude-3-Haiku2026.05 | 11.64 | 20 | 1.47 | |
| PySRBackbone=None2026.05 | 10.52 | 8 | 1.02 | |
| STRIDEBackbone=GPT-5.12026.05 | 10.44 | 16 | 0.584 | |
| DSRBackbone=None2026.05 | 3.52 | 0 | 68.9 | |
| LaSRBackbone=Claude-3-Haiku2026.05 | 2.92 | 0 | 13.8 | |
| uDSRBackbone=None2026.05 | 2.76 | 0 | 69.5 | |
| LaSRBackbone=GPT-5.12026.05 | 2.28 | 4 | 12.1 | |
| LLM-SRBackbone=GPT-5.12026.05 | 1.24 | 4 | 86.5 | |
| SR-LLMBackbone=Claude-3-Haiku2026.05 | 1.24 | 0 | 32.4 | |
| DrSRBackbone=GPT-5.12026.05 | 1.08 | 4 | 61.3 | |
| DrSRBackbone=Claude-3-Haiku2026.05 | 1.04 | 0 | 72.2 | |
| GPlearnBackbone=None2026.05 | 0.92 | 0 | 100 | |
| SR-LLMBackbone=GPT-5.12026.05 | 0.92 | 0 | 86.1 |