Uncertainty Calibration on CIFAR-F
5.97ECEKnowledge-Transferring-based Temperature Scaling
Evaluation results
| Method | Links | |
|---|---|---|
| Knowledge-Transferring-based Temperature ScalingIF=102023.04 | 5.97 | |
| Knowledge-Transferring-based Temperature ScalingIF=502023.04 | 6.64 | |
| ETSIF=102023.04 | 6.8 | |
| GPCIF=102023.04 | 7.1 | |
| IROVAIF=102023.04 | 8.13 | |
| TSIF=102023.04 | 8.15 | |
| TS-IRIF=102023.04 | 8.42 | |
| SBCIF=102023.04 | 8.54 | |
| IRIF=102023.04 | 8.97 | |
| TSIF=502023.04 | 11.3 | |
| SBCIF=502023.04 | 11.4 | |
| GPCIF=502023.04 | 11.76 | |
| Knowledge-Transferring-based Temperature ScalingIF=1002023.04 | 12.15 | |
| ETSIF=502023.04 | 12.21 | |
| TS-IRIF=502023.04 | 12.67 | |
| IROVAIF=502023.04 | 13.37 | |
| GPCIF=1002023.04 | 14.18 | |
| IRIF=502023.04 | 14.39 | |
| ETSIF=1002023.04 | 15.24 | |
| TSIF=1002023.04 | 15.27 | |
| SBCIF=1002023.04 | 15.45 | |
| TS-IRIF=1002023.04 | 15.52 | |
| IRIF=1002023.04 | 15.75 | |
| IROVAIF=1002023.04 | 16.23 | |
| BaseIF=102023.04 | 19.73 | |
| BaseIF=502023.04 | 25.37 | |
| BaseIF=1002023.04 | 29.22 |