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Benchmarks
Regression on Bikesharing (3 train-test splits)
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-0.092
LPPD
SGHMC
-0.10472
-0.01886
0.067
0.15286
Feb 6, 2026
LPPD
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
LPPD
RMSE
SGHMC
Sampling strategy=Stoc...
2026.02
-0.092
0.25
SMILE-naive
Sampling strategy=Stoc...
2026.02
0.132
0.236
SGHMC
Sampling strategy=Stoc...
2026.02
0.145
0.236
SMILE-naive
Sampling strategy=Stoc...
2026.02
0.167
0.233
pSMILE-naive
Sampling strategy=Stoc...
2026.02
0.185
0.231
pSMILE-naive
Sampling strategy=Stoc...
2026.02
0.221
0.23
MILE
Sampling strategy=Full...
2026.02
0.226
0.229
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