| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PKPD | LLM-SR† | RMSE0.015 | 7 | 24d ago | |
| Polymer | PySR | RMSE0.196 | 6 | 24d ago | |
| Apoptosis | SINDy | RMSE0.004 | 6 | 24d ago | |
| ODE Discovery Problem 8 | LLM-SR | Found Components (K) In1,238 | 5 | 2mo ago | |
| ODE Discovery Problem 7 | LLM-SR | Found Components (K) In-Set758 | 5 | 2mo ago | |
| ODE Discovery Problem 6 | LLM-SR | Found Components (In)730 | 5 | 2mo ago | |
| ODE Discovery Problem 5 | LLM-SR | Found Components (K) In624 | 5 | 2mo ago | |
| ODE Discovery Problem 4 | LLM-SR | Components Found (K) In-Sample781 | 5 | 2mo ago | |
| ODE Discovery Problem 3 | LLM-SR | Found Components (K) In-set652 | 5 | 2mo ago | |
| ODE Discovery Problem 2 | LLM-SR | Found Components (K) In-Sample533 | 5 | 2mo ago | |
| ODE Discovery Problem 1 | LASR | Found Components (K) In-set357 | 5 | 2mo ago | |
| Benchmark 2 | ProGED | Model Complexity17.2 | 5 | 3mo ago | |
| ODEBench Benchmark 1 | PySR | Mean Relative L2 Error (State Variable)0.084 | 5 | 3mo ago | |
| RDEB in-sample | Neural ODE | RMSE0.528 | 4 | 24d ago | |
| AKI | AgentODE | RMSE2.56 | 4 | 24d ago | |
| Predator-prey Lynx-Hares | BSL | MP1 | 4 | 5mo ago |
