Uncertainty Calibration on CIFAR-10.1 C
29.98ECEKnowledge-Transferring-based Temperature Scaling
Evaluation results
| Method | Links | |
|---|---|---|
| Knowledge-Transferring-based Temperature ScalingIF=102023.04 | 29.98 | |
| ETSIF=102023.04 | 31.07 | |
| GPCIF=102023.04 | 31.37 | |
| IROVAIF=102023.04 | 31.94 | |
| TS-IRIF=102023.04 | 32.11 | |
| IRIF=102023.04 | 32.29 | |
| TSIF=102023.04 | 32.77 | |
| Knowledge-Transferring-based Temperature ScalingIF=502023.04 | 33.09 | |
| SBCIF=102023.04 | 33.16 | |
| TSIF=502023.04 | 38.66 | |
| SBCIF=502023.04 | 38.94 | |
| GPCIF=502023.04 | 39.39 | |
| Knowledge-Transferring-based Temperature ScalingIF=1002023.04 | 39.58 | |
| ETSIF=502023.04 | 39.9 | |
| TS-IRIF=502023.04 | 40.16 | |
| IROVAIF=502023.04 | 40.76 | |
| IRIF=502023.04 | 41.58 | |
| GPCIF=1002023.04 | 41.98 | |
| SBCIF=1002023.04 | 42.53 | |
| ETSIF=1002023.04 | 43 | |
| TSIF=1002023.04 | 43.01 | |
| TS-IRIF=1002023.04 | 43.05 | |
| IRIF=1002023.04 | 43.34 | |
| IROVAIF=1002023.04 | 43.83 | |
| BaseIF=102023.04 | 48.31 | |
| BaseIF=502023.04 | 55.52 | |
| BaseIF=1002023.04 | 58.22 |