SRBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Symbolic Regression | SRBench black-box (test) | R^20.842 | 71 | |
| Symbolic Regression | SRBench Strogatz (test) | Mean Test R^20.995 | 59 | |
| Symbolic Regression | SRBench Feynman (test) | Mean Test R^299.7 | 57 | |
| Symbolic Regression | SRBench 116 regression problems (test) | Wins78 | 55 | |
| Symbolic Regression | SRBench known solutions 10% noise | Symbolic Solution Rate29.25 | 18 | |
| Symbolic Regression | SRBench known solutions 1% noise | Symbolic Solution Rate33.57 | 18 | |
| Symbolic Regression | SRBench known solutions 0.1% noise | Symbolic Solution Rate34.27 | 18 | |
| Symbolic Regression | SRBench known solutions 0.0% noise | Solution Rate61.84 | 18 | |
| Symbolic Regression | SRBench Black-box | R^20.945 | 16 | |
| Symbolic Regression | SRBench Feynman | R^2 Score0.9946 | 16 | |
| Multi-Image Quality Comparison | SRbench | Registration Accuracy88.53 | 11 | |
| Symbolic Regression | SRBench Strogatz | R2 Score0.9923 | 11 |
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