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Regression on Energy (3 train-test splits)

2.204LPPDMILE
-0.023680.554661.1331.71134Feb 6, 2026

Evaluation results

MethodLinks
MILESampling strategy=Full-batch Gold Standard2026.022.2040.032
pSMILE-naiveSampling strategy=Stochastic (Epoch-wise Sampling)2026.022.0180.038
pSMILE-naiveSampling strategy=Stochastic (Batch-wise Sampling)2026.021.6660.041
SMILE-naiveSampling strategy=Stochastic (Epoch-wise Sampling)2026.021.2870.046
SMILE-naiveSampling strategy=Stochastic (Batch-wise Sampling)2026.021.1910.045
SGHMCSampling strategy=Stochastic (Epoch-wise Sampling)2026.021.0630.053
SGHMCSampling strategy=Stochastic (Batch-wise Sampling)2026.020.0620.113