Symbolic Regression on DGSR benchmark
100RecallECSEL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ECSELEq.=I.12.1, Expression=F = µNn, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| DGSREq.=I.12.1, Expression=F = µNn, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| NGGPEq.=I.12.1, Expression=F = µNn, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| NeSymResEq.=I.12.1, Expression=F = µNn, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| ECSELEq.=I.12.2, Expression=F = q1q2 / 4πϵr², Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| ECSELEq.=I.12.4, Expression=Ef = q1 / 4πϵr², Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| ECSELEq.=I.12.5, Expression=F = q2Ef, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| DGSREq.=I.12.5, Expression=F = q2Ef, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| NeSymResEq.=I.12.5, Expression=F = q2Ef, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| ECSELEq.=I.14.3, Expression=U = mgz, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| DGSREq.=I.14.3, Expression=U = mgz, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| NGGPEq.=I.14.3, Expression=U = mgz, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| NeSymResEq.=I.14.3, Expression=U = mgz, Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| ECSELEq.=I.14.4, Expression=U = k_spring * x², Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| DGSREq.=I.14.4, Expression=U = k_spring * x², Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| NGGPEq.=I.14.4, Expression=U = k_spring * x², Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| NeSymResEq.=I.14.4, Expression=U = k_spring * x², Noise level=0.01, Time limit=15 minutes2026.01 | 100 | — | |
| NGGPEq.=I.12.5, Expression=F = q2Ef, Noise level=0.01, Time limit=15 minutes2026.01 | 80 | — | |
| NGGPEq.=I.12.2, Expression=F = q1q2 / 4πϵr², Noise level=0.01, Time limit=15 minutes2026.01 | 35.3 | — | |
| DGSREq.=I.12.2, Expression=F = q1q2 / 4πϵr², Noise level=0.01, Time limit=15 minutes2026.01 | 27.8 | — | |
| DGSREq.=I.12.4, Expression=Ef = q1 / 4πϵr², Noise level=0.01, Time limit=15 minutes2026.01 | 0 | — | |
| NGGPEq.=I.12.4, Expression=Ef = q1 / 4πϵr², Noise level=0.01, Time limit=15 minutes2026.01 | 0 | — |