Physical-law recovery on Tier II 10% noise
0.031NRMSE (Interpolated)SymLang
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SymLangNoise level=10%2026.03 | 0.031 | 0.063 | 0.0031 | 0.0028 | 2 | |
| PySRNoise level=10%2026.03 | 0.074 | 0.162 | 0.1873 | 0.0914 | 2.2 | |
| DSRNoise level=10%2026.03 | 0.089 | 0.201 | 0.1636 | 0.1082 | 2.3 | |
| AI FeynmanNoise level=10%2026.03 | 0.102 | 0.238 | 0.2091 | 0.1247 | 2.3 | |
| SINDyNoise level=10%2026.03 | 0.143 | 0.341 | 0.3124 | 0.1873 | 2.4 |