Accuracy Estimation on DomainNet
3.375MAEConfScore
Evaluation Results
| Method | Links | |
|---|---|---|
| ConfScoreNetwork=ResNet182024.05 | 3.375 | |
| ATCNetwork=WRN-50-22024.05 | 3.513 | |
| FréchetNetwork=ResNet502024.05 | 3.533 | |
| MANONetwork=ResNet182024.05 | 3.83 | |
| MANONetwork=ResNet502024.05 | 4.23 | |
| COTNetwork=WRN-50-22024.05 | 4.605 | |
| ConfScoreNetwork=ResNet502024.05 | 4.778 | |
| COTNetwork=ResNet502024.05 | 5.005 | |
| ConfScoreNetwork=WRN-50-22024.05 | 5.513 | |
| MANONetwork=WRN-50-22024.05 | 5.827 | |
| COTNetwork=ResNet182024.05 | 5.954 | |
| EntropyNetwork=WRN-50-22024.05 | 6.31 | |
| NuclearNetwork=WRN-50-22024.05 | 6.953 | |
| MDENetwork=ResNet182024.05 | 7.066 | |
| EntropyNetwork=ResNet182024.05 | 7.067 | |
| NuclearNetwork=ResNet182024.05 | 7.313 | |
| NuclearNetwork=ResNet502024.05 | 7.407 | |
| FréchetNetwork=ResNet182024.05 | 7.416 | |
| EntropyNetwork=ResNet502024.05 | 7.742 | |
| DispersionNetwork=ResNet182024.05 | 8.2 | |
| DispersionNetwork=WRN-50-22024.05 | 8.695 | |
| DispersionNetwork=ResNet502024.05 | 8.949 | |
| MDENetwork=WRN-50-22024.05 | 9.23 | |
| MDENetwork=ResNet502024.05 | 9.917 | |
| FréchetNetwork=WRN-50-22024.05 | 10.001 | |
| ATCNetwork=ResNet502024.05 | 10.039 | |
| ATCNetwork=ResNet182024.05 | 10.875 |