Symbolic Regression on RNA Polymerase (RNAPol) (test)
0.0072MSETransformer
Evaluation Results
| Method | Links | |
|---|---|---|
| TransformerBaseline Category=black-box baselines, Seeds=252026.05 | 0.0072 | |
| RNNBaseline Category=black-box baselines, Seeds=252026.05 | 0.0073 | |
| XGBoostBaseline Category=black-box baselines, Seeds=252026.05 | 0.0076 | |
| IGSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.05 | 0.0111 | |
| ICLBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.05 | 0.0119 | |
| ZeroOptimBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.05 | 0.013 | |
| DyNODEBaseline Category=black-box baselines, Seeds=252026.05 | 0.0136 | |
| LaSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.05 | 0.0172 | |
| GPLearnBaseline Category=white-box non-LLM baselines, Seeds=252026.05 | 0.0204 | |
| D3-w.b.Baseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.05 | 0.043 | |
| LLM-SRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.05 | 1.44 | |
| ZeroShotBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.05 | 135,000 |