Regression on UCI Kin8nm (W1, Sharpness)
0.07W1 ErrorStochastic Attention
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Stochastic AttentionCalibration=Native2026.04 | 0.07 | 1 | |
| Hierarchical Stochastic AttentionCalibration=Native2026.04 | 0.085 | 1.612 | |
| MultiSWAGSharpness Calibration=Temperature-scaled2026.04 | 0.087 | 1.393 | |
| SWAGSharpness Calibration=Temperature-scaled2026.04 | 0.11 | 1.501 | |
| MC DropoutSharpness Calibration=Temperature-scaled2026.04 | 0.111 | 1.37 | |
| IVONSharpness Calibration=Temperature-scaled2026.04 | 0.197 | 1.548 |