Regression on Energy (3 train-test splits)
2.204LPPDMILE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MILESampling strategy=Full-batch Gold Standard2026.02 | 2.204 | 0.032 | |
| pSMILE-naiveSampling strategy=Stochastic (Epoch-wise Sampling)2026.02 | 2.018 | 0.038 | |
| pSMILE-naiveSampling strategy=Stochastic (Batch-wise Sampling)2026.02 | 1.666 | 0.041 | |
| SMILE-naiveSampling strategy=Stochastic (Epoch-wise Sampling)2026.02 | 1.287 | 0.046 | |
| SMILE-naiveSampling strategy=Stochastic (Batch-wise Sampling)2026.02 | 1.191 | 0.045 | |
| SGHMCSampling strategy=Stochastic (Epoch-wise Sampling)2026.02 | 1.063 | 0.053 | |
| SGHMCSampling strategy=Stochastic (Batch-wise Sampling)2026.02 | 0.062 | 0.113 |