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Benchmarks
Regression on UCI Kin8nm (W1, Sharpness)
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0.07
W1 Error
Stochastic Attention
0.06492
0.09921
0.1335
0.16779
Apr 21, 2026
W1 Error
Sharpness
Updated 1mo ago
Evaluation Results
Method
Method
Links
W1 Error
Sharpness
Stochastic Attention
Calibration=Native
2026.04
0.07
1
Hierarchical Stochastic Attention
Calibration=Native
2026.04
0.085
1.612
MultiSWAG
Sharpness Calibration=...
2026.04
0.087
1.393
SWAG
Sharpness Calibration=...
2026.04
0.11
1.501
MC Dropout
Sharpness Calibration=...
2026.04
0.111
1.37
IVON
Sharpness Calibration=...
2026.04
0.197
1.548
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