Symbolic Regression on E. coli Growth (OOD)
9.23Acc0.1STRIDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STRIDELLM Backbone=Claude-3-Haiku2026.05 | 9.23 | 7 | 0.005 | |
| LLM-SRLLM Backbone=Claude-3-Haiku2026.05 | 4.75 | 7 | 0.005 | |
| STRIDELLM Backbone=GPT-3.52026.05 | 4.58 | — | 0.141 | |
| PySRLLM Backbone=None2026.05 | 3.56 | 4 | 34.9 | |
| DSRLLM Backbone=None2026.05 | 2.97 | 4 | 1.02 | |
| uDSRLLM Backbone=None2026.05 | 1.51 | 1 | 1.04 | |
| LaSRLLM Backbone=GPT-3.52026.05 | 1.18 | 1 | 14.2 | |
| LaSRLLM Backbone=Claude-3-Haiku2026.05 | 1.07 | 1 | 3.43 | |
| SR-LLMLLM Backbone=Claude-3-Haiku2026.05 | 0.99 | 2 | 3 | |
| GPlearnLLM Backbone=None2026.05 | 0.76 | 1 | 1 | |
| SR-LLMLLM Backbone=GPT-3.52026.05 | 0.66 | 1 | 1.28 | |
| DrSRLLM Backbone=Claude-3-Haiku2026.05 | 0.59 | 0 | 4.75 | |
| LLM-SRLLM Backbone=GPT-3.52026.05 | 0.56 | 1 | 1.2 | |
| DrSRLLM Backbone=GPT-3.52026.05 | 0.51 | 1 | 24 |