Uncertainty Calibration on CIFAR-10.1
0.0395ECEKnowledge-Transferring-based Temperature Scaling
Evaluation results
| Method | Links | |
|---|---|---|
| Knowledge-Transferring-based Temperature ScalingIF=102023.04 | 0.0395 | |
| ETSIF=102023.04 | 0.0425 | |
| TS-IRIF=102023.04 | 0.0454 | |
| GPCIF=102023.04 | 0.0466 | |
| TSIF=102023.04 | 0.0487 | |
| IROVAIF=102023.04 | 0.0523 | |
| IRIF=102023.04 | 0.0538 | |
| SBCIF=102023.04 | 0.0563 | |
| Knowledge-Transferring-based Temperature ScalingIF=502023.04 | 0.0574 | |
| SBCIF=502023.04 | 0.1032 | |
| TSIF=502023.04 | 0.1036 | |
| GPCIF=502023.04 | 0.1082 | |
| ETSIF=502023.04 | 0.1099 | |
| TS-IRIF=502023.04 | 0.1172 | |
| IROVAIF=502023.04 | 0.127 | |
| IRIF=502023.04 | 0.1335 | |
| BaseIF=102023.04 | 0.138 | |
| Knowledge-Transferring-based Temperature ScalingIF=1002023.04 | 0.1386 | |
| GPCIF=1002023.04 | 0.1571 | |
| TS-IRIF=1002023.04 | 0.1665 | |
| ETSIF=1002023.04 | 0.167 | |
| TSIF=1002023.04 | 0.1675 | |
| SBCIF=1002023.04 | 0.1678 | |
| IRIF=1002023.04 | 0.1713 | |
| IROVAIF=1002023.04 | 0.1793 | |
| BaseIF=502023.04 | 0.2279 | |
| BaseIF=1002023.04 | 0.2897 |