Regression on UCI Concrete (W1, Sharpness)
1.881SharpnessHierarchical Stochastic Attention
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Hierarchical Stochastic AttentionCalibration=Native2026.04 | 1.881 | 0.093 | |
| Hierarchical Stochastic AttentionCalibration Protocol=Native2026.04 | 1.881 | — | |
| IVONSharpness Calibration=Temperature-scaled2026.04 | 1.452 | 0.22 | |
| IVONCalibration Protocol=Temperature-scaled2026.04 | 1.452 | — | |
| SWAGSharpness Calibration=Temperature-scaled2026.04 | 1.443 | 0.137 | |
| SWAGCalibration Protocol=Temperature-scaled2026.04 | 1.443 | — | |
| MC DropoutSharpness Calibration=Temperature-scaled2026.04 | 1.395 | 0.092 | |
| MC DropoutCalibration Protocol=Temperature-scaled2026.04 | 1.395 | — | |
| MultiSWAGSharpness Calibration=Temperature-scaled2026.04 | 1.306 | 0.115 | |
| MultiSWAGCalibration Protocol=Temperature-scaled2026.04 | 1.306 | — | |
| Stochastic AttentionCalibration=Native2026.04 | 1 | 0.051 | |
| Stochastic AttentionCalibration Protocol=Native2026.04 | 1 | — |