Enzyme Kinetics Modeling on ActiveSciBench-Chem Easy
77.78Symbolic AccuracyBayesian Experimental Design
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Bayesian Experimental DesignED (Experiment Design)=true2026.05 | 77.78 | 77.78 | 0.028 | |
| LLM-AutoSciLabED (Experiment Design)=true2026.05 | 55.56 | 88.89 | 0.298 | |
| PySRED (Experiment Design)=false2026.05 | 33.33 | 33.33 | 0.455 | |
| Bayesian OptimizationED (Experiment Design)=true2026.05 | 22.22 | 14.29 | 2.001 | |
| LLM-onlyED (Experiment Design)=true2026.05 | 0 | 0 | 0.563 | |
| Code-assisted LLMED (Experiment Design)=true2026.05 | 0 | 0 | 0.554 |