Uncertainty Calibration on Gaussian synthetic benchmark (5-fold CV)
95.1Empirical CoverageSLM-Manifold-Adaptive
Evaluation results
| Method | Links | |
|---|---|---|
| SLM-Manifold-Adaptivealpha=0.05, Expected coverage=95.00%2026.05 | 95.1 | |
| EMalpha=0.05, Expected coverage=95.00%2026.05 | 94.53 | |
| SLM-Manifold-Adaptivealpha=0.10, Expected coverage=90.00%2026.05 | 90.46 | |
| EMalpha=0.10, Expected coverage=90.00%2026.05 | 89.62 | |
| SLM-Manifold-Adaptivealpha=0.15, Expected coverage=85.00%2026.05 | 85.81 | |
| EMalpha=0.15, Expected coverage=85.00%2026.05 | 84.79 | |
| SLM-Manifold-Adaptivealpha=0.20, Expected coverage=80.00%2026.05 | 81.05 | |
| EMalpha=0.20, Expected coverage=80.00%2026.05 | 79.91 | |
| SLM-Manifold-Adaptivealpha=0.25, Expected coverage=75.00%2026.05 | 76.23 | |
| EMalpha=0.25, Expected coverage=75.00%2026.05 | 75.03 |