Image Classification Calibration on iWildCam
77.51AccuracyCE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CEBackbone=ResNet-502025.08 | 77.51 | 14.99 | 3.61 | 19.6 | 16.3 | |
| LS-0.05Backbone=ResNet-502025.08 | 77.39 | 8.6 | 5.98 | 22.4 | 23 | |
| FGRBackbone=ResNet-502025.08 | 76.11 | 3.34 | 2.97 | 15.5 | 15.2 | |
| MixupBackbone=ResNet-502025.08 | 75.85 | 3.5 | 3.88 | 16.4 | 15.9 | |
| BSCE-GRABackbone=ResNet-502025.08 | 75.19 | 5.02 | 3.74 | 15 | 15.6 | |
| MaxEnt MBackbone=ResNet-502025.08 | 75.11 | 7.14 | 3.08 | 19.6 | 18.2 | |
| FLSD-53Backbone=ResNet-502025.08 | 74.04 | 7.82 | 7.69 | 22.3 | 21.2 | |
| DFLBackbone=ResNet-502025.08 | 73.52 | 6.97 | 3.57 | 22.5 | 21.7 | |
| AugMixBackbone=ResNet-502025.08 | 49.07 | 22.18 | 3.36 | 40.9 | 41.9 |