Regression on Airfoil (3 train-test splits)
-0.176LPPDSGHMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SGHMCSampling strategy=Stochastic (Batch-wise Sampling)2026.02 | -0.176 | 0.265 | |
| SGHMCSampling strategy=Stochastic (Epoch-wise Sampling)2026.02 | 0.177 | 0.214 | |
| SMILE-naiveSampling strategy=Stochastic (Batch-wise Sampling)2026.02 | 0.28 | 0.185 | |
| pSMILE-naiveSampling strategy=Stochastic (Batch-wise Sampling)2026.02 | 0.438 | 0.172 | |
| SMILE-naiveSampling strategy=Stochastic (Epoch-wise Sampling)2026.02 | 0.497 | 0.166 | |
| pSMILE-naiveSampling strategy=Stochastic (Epoch-wise Sampling)2026.02 | 0.633 | 0.151 | |
| MILESampling strategy=Full-batch Gold Standard2026.02 | 0.665 | 0.152 |