Accuracy Estimation (MAE) on CIFAR-100
0.355MAECOT
Evaluation Results
| Method | Links | |
|---|---|---|
| COTNetwork=WRN-50-22024.05 | 0.355 | |
| MANONetwork=ResNet182024.05 | 0.394 | |
| MANONetwork=WRN-50-22024.05 | 0.406 | |
| MANONetwork=ResNet502024.05 | 0.45 | |
| COTNetwork=ResNet502024.05 | 0.67 | |
| NuclearNetwork=WRN-50-22024.05 | 0.843 | |
| MDENetwork=WRN-50-22024.05 | 0.846 | |
| MDENetwork=ResNet502024.05 | 0.928 | |
| COTNetwork=ResNet182024.05 | 0.952 | |
| NuclearNetwork=ResNet502024.05 | 1.024 | |
| DispersionNetwork=WRN-50-22024.05 | 1.102 | |
| ConfScoreNetwork=WRN-50-22024.05 | 1.323 | |
| NuclearNetwork=ResNet182024.05 | 1.357 | |
| ATCNetwork=ResNet502024.05 | 1.706 | |
| MDENetwork=ResNet182024.05 | 1.763 | |
| EntropyNetwork=ResNet502024.05 | 1.891 | |
| FréchetNetwork=ResNet182024.05 | 1.964 | |
| ConfScoreNetwork=ResNet502024.05 | 2.128 | |
| FréchetNetwork=ResNet502024.05 | 2.477 | |
| DispersionNetwork=ResNet502024.05 | 2.671 | |
| ConfScoreNetwork=ResNet182024.05 | 2.944 | |
| ATCNetwork=WRN-50-22024.05 | 3.086 | |
| EntropyNetwork=WRN-50-22024.05 | 3.16 | |
| FréchetNetwork=WRN-50-22024.05 | 3.547 | |
| DispersionNetwork=ResNet182024.05 | 3.846 | |
| ATCNetwork=ResNet182024.05 | 3.968 | |
| EntropyNetwork=ResNet182024.05 | 5.265 |