Symbolic Regression on SRBench Feynman (test)
99.7Mean Test R^2GP-GOMEA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GP-GOMEANoise level (epsilon)=0.012026.05 | 99.7 | 45 | |
| GP-GOMEANoise level (epsilon)=02026.05 | 99.6 | 35 | |
| GP-GOMEANoise level (epsilon)=0.12026.05 | 99.6 | 46 | |
| SBP-GPNoise level (epsilon)=0.012026.05 | 99.5 | 596 | |
| SBP-GPNoise level (epsilon)=02026.05 | 99.4 | 489 | |
| RAG-SRNoise level (epsilon)=02026.05 | 99.3 | 46 | |
| SNIPNoise level (epsilon)=0.12026.05 | 99.2 | 38 | |
| TPSRNoise level (epsilon)=02026.05 | 99.2 | 57 | |
| EPLEXNoise level (epsilon)=0.012026.05 | 99.1 | 54 | |
| TPSRNoise level (epsilon)=0.012026.05 | 99.1 | 64 | |
| SBP-GPNoise level (epsilon)=0.12026.05 | 99 | 622 | |
| EPLEXNoise level (epsilon)=0.12026.05 | 99 | 46 | |
| RAG-SRNoise level (epsilon)=0.012026.05 | 99 | 72 | |
| OperonNoise level (epsilon)=02026.05 | 98.9 | 70 | |
| GenSRNoise level (epsilon)=0.12026.05 | 98.9 | 24 | |
| OperonNoise level (epsilon)=0.012026.05 | 98.8 | 88 | |
| EPLEXNoise level (epsilon)=02026.05 | 98.7 | 53 | |
| SNIPNoise level (epsilon)=0.012026.05 | 98.7 | 33 | |
| GenSRNoise level (epsilon)=02026.05 | 98.7 | 23 | |
| GenSRNoise level (epsilon)=0.012026.05 | 98.7 | 23 | |
| OperonNoise level (epsilon)=0.12026.05 | 98.5 | 89 | |
| SNIPNoise level (epsilon)=02026.05 | 98.5 | 32 | |
| RAG-SRNoise level (epsilon)=0.12026.05 | 98.5 | 75 | |
| TPSRNoise level (epsilon)=0.12026.05 | 98.4 | 67 | |
| AFP-FENoise level (epsilon)=0.12026.05 | 98.3 | 49 | |
| AFP-FENoise level (epsilon)=0.012026.05 | 98.2 | 47 | |
| AFP-FENoise level (epsilon)=02026.05 | 98.1 | 40 | |
| AFPNoise level (epsilon)=0.012026.05 | 96.1 | 41 | |
| AFPNoise level (epsilon)=02026.05 | 95.9 | 37 | |
| AFPNoise level (epsilon)=0.12026.05 | 95.8 | 41 | |
| AIFeynman2Noise level (epsilon)=02026.05 | 93.1 | 124 | |
| MDLNoise level (epsilon)=02026.05 | 91.7 | 23 | |
| MDLNoise level (epsilon)=0.012026.05 | 91.4 | 31 | |
| MDLNoise level (epsilon)=0.12026.05 | 91 | 31 | |
| GPlearnNoise level (epsilon)=0.12026.05 | 89.1 | 49 | |
| GPlearnNoise level (epsilon)=0.012026.05 | 88.9 | 60 | |
| LEENoise level (epsilon)=02026.05 | 88.4 | 9.9 | |
| LEENoise level (epsilon)=0.012026.05 | 88.4 | 10.1 | |
| GPlearnNoise level (epsilon)=02026.05 | 88.1 | 72 | |
| DSRNoise level (epsilon)=0.012026.05 | 87.8 | 16 | |
| DSRNoise level (epsilon)=0.12026.05 | 87.8 | 16 | |
| AIFeynman2Noise level (epsilon)=0.012026.05 | 87.3 | 155 | |
| E2ESRNoise level (epsilon)=02026.05 | 85.7 | 36 | |
| DSRNoise level (epsilon)=02026.05 | 84.4 | 15 | |
| E2ESRNoise level (epsilon)=0.012026.05 | 83.4 | 40 | |
| LEENoise level (epsilon)=0.12026.05 | 82.4 | 10.6 | |
| RSRMNoise level (epsilon)=0.12026.05 | 81 | 13 | |
| RSRMNoise level (epsilon)=0.012026.05 | 80.9 | 13 | |
| RSRMNoise level (epsilon)=02026.05 | 80 | 13 | |
| E2ESRNoise level (epsilon)=0.12026.05 | 77.1 | 44 | |
| SPLNoise level (epsilon)=0.012026.05 | 71.3 | 13 | |
| SPLNoise level (epsilon)=0.12026.05 | 71.1 | 14 | |
| SPLNoise level (epsilon)=02026.05 | 70.7 | 13 | |
| NeurSRNoise level (epsilon)=02026.05 | 39.6 | 13 | |
| NeurSRNoise level (epsilon)=0.012026.05 | 39.4 | 13 | |
| NeurSRNoise level (epsilon)=0.12026.05 | 38.2 | 14 | |
| AIFeynman2Noise level (epsilon)=0.12026.05 | 22.5 | 177 |