Accuracy Estimation on ImageNet
0.695MAEMANO
Evaluation Results
| Method | Links | |
|---|---|---|
| MANONetwork=WRN-50-22024.05 | 0.695 | |
| COTNetwork=ResNet182024.05 | 0.705 | |
| MANONetwork=ResNet182024.05 | 1.057 | |
| MANONetwork=ResNet502024.05 | 1.388 | |
| COTNetwork=ResNet502024.05 | 1.796 | |
| ATCNetwork=ResNet182024.05 | 2.503 | |
| COTNetwork=WRN-50-22024.05 | 2.564 | |
| DispersionNetwork=ResNet182024.05 | 2.602 | |
| NuclearNetwork=ResNet182024.05 | 2.679 | |
| ATCNetwork=ResNet502024.05 | 2.911 | |
| ConfScoreNetwork=WRN-50-22024.05 | 2.99 | |
| NuclearNetwork=ResNet502024.05 | 3.203 | |
| FréchetNetwork=ResNet502024.05 | 3.242 | |
| ConfScoreNetwork=ResNet502024.05 | 3.325 | |
| EntropyNetwork=ResNet502024.05 | 3.357 | |
| ATCNetwork=WRN-50-22024.05 | 3.388 | |
| ConfScoreNetwork=ResNet182024.05 | 3.616 | |
| FréchetNetwork=ResNet182024.05 | 3.75 | |
| EntropyNetwork=ResNet182024.05 | 3.812 | |
| NuclearNetwork=WRN-50-22024.05 | 4.091 | |
| EntropyNetwork=WRN-50-22024.05 | 4.132 | |
| MDENetwork=ResNet182024.05 | 4.818 | |
| FréchetNetwork=WRN-50-22024.05 | 5.21 | |
| MDENetwork=ResNet502024.05 | 6.346 | |
| MDENetwork=WRN-50-22024.05 | 6.755 | |
| DispersionNetwork=ResNet502024.05 | 7.318 | |
| DispersionNetwork=WRN-50-22024.05 | 10.05 |