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Benchmarks
Regression on Energy (3 train-test splits)
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2.204
LPPD
MILE
-0.02368
0.55466
1.133
1.71134
Feb 6, 2026
LPPD
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
LPPD
RMSE
MILE
Sampling strategy=Full...
2026.02
2.204
0.032
pSMILE-naive
Sampling strategy=Stoc...
2026.02
2.018
0.038
pSMILE-naive
Sampling strategy=Stoc...
2026.02
1.666
0.041
SMILE-naive
Sampling strategy=Stoc...
2026.02
1.287
0.046
SMILE-naive
Sampling strategy=Stoc...
2026.02
1.191
0.045
SGHMC
Sampling strategy=Stoc...
2026.02
1.063
0.053
SGHMC
Sampling strategy=Stoc...
2026.02
0.062
0.113
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