ODEBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Symbolic Discovery | ODEBench 1.0 | Complexity6.6 | 12 | |
| Symbolic Discovery | ODEBench Out-of-Distribution 1.0 | NMSE0 | 12 | |
| Symbolic Discovery | ODEBench Generalization 1.0 | NMSE0 | 12 | |
| Symbolic Discovery | ODEBench Reconstruction 1.0 | NMSE0 | 12 | |
| Trajectory Generalization | ODEBench | Fraction R2 > 0.932.8 | 12 | |
| Trajectory Generalization | ODEBench v1 (test) | Success Rate (R² > 0.9)32.8 | 12 | |
| Trajectory Reconstruction | ODEBench v1 (test) | Success Rate (R² > 0.9)84.4 | 12 | |
| ODE Discovery | ODEBench Benchmark 1 | Mean Relative L2 Error (State Variable)0.084 | 5 |
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