Regression on UCI Naval (W1 and Sharpness)
3.378Sharpness ScoreSWAG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SWAGSharpness Calibration=Temperature-scaled2026.04 | 3.378 | 0.053 | |
| SWAGCalibration Protocol=Temperature-scaled2026.04 | 3.378 | — | |
| MultiSWAGSharpness Calibration=Temperature-scaled2026.04 | 3.018 | 0.028 | |
| MultiSWAGCalibration Protocol=Temperature-scaled2026.04 | 3.018 | — | |
| IVONSharpness Calibration=Temperature-scaled2026.04 | 2.158 | 0.183 | |
| IVONCalibration Protocol=Temperature-scaled2026.04 | 2.158 | — | |
| MC DropoutSharpness Calibration=Temperature-scaled2026.04 | 1.328 | 0.02 | |
| MC DropoutCalibration Protocol=Temperature-scaled2026.04 | 1.328 | — | |
| Stochastic AttentionCalibration=Native2026.04 | 1 | 0.022 | |
| Stochastic AttentionCalibration Protocol=Native2026.04 | 1 | — | |
| Hierarchical Stochastic AttentionCalibration=Native2026.04 | 0.451 | 0.073 | |
| Hierarchical Stochastic AttentionCalibration Protocol=Native2026.04 | 0.451 | — |