Accuracy Estimation on Office-Home (MAE)
0.602MAECOT
Evaluation Results
| Method | Links | |
|---|---|---|
| COTNetwork=ResNet182024.05 | 0.602 | |
| COTNetwork=ResNet502024.05 | 0.73 | |
| ConfScoreNetwork=ResNet502024.05 | 0.855 | |
| MANONetwork=ResNet182024.05 | 0.88 | |
| NuclearNetwork=ResNet182024.05 | 0.885 | |
| FréchetNetwork=WRN-50-22024.05 | 0.924 | |
| FréchetNetwork=ResNet502024.05 | 1.254 | |
| FréchetNetwork=ResNet182024.05 | 1.404 | |
| EntropyNetwork=ResNet502024.05 | 1.874 | |
| ConfScoreNetwork=ResNet182024.05 | 1.987 | |
| NuclearNetwork=ResNet502024.05 | 2.176 | |
| COTNetwork=WRN-50-22024.05 | 2.382 | |
| ConfScoreNetwork=WRN-50-22024.05 | 2.607 | |
| NuclearNetwork=WRN-50-22024.05 | 2.764 | |
| EntropyNetwork=ResNet182024.05 | 2.878 | |
| EntropyNetwork=WRN-50-22024.05 | 3.933 | |
| MANONetwork=ResNet502024.05 | 3.995 | |
| MANONetwork=WRN-50-22024.05 | 4.33 | |
| DispersionNetwork=ResNet502024.05 | 7.285 | |
| ATCNetwork=ResNet502024.05 | 7.509 | |
| DispersionNetwork=WRN-50-22024.05 | 7.591 | |
| MDENetwork=WRN-50-22024.05 | 7.974 | |
| DispersionNetwork=ResNet182024.05 | 7.976 | |
| MDENetwork=ResNet182024.05 | 8.228 | |
| MDENetwork=ResNet502024.05 | 9.374 | |
| ATCNetwork=ResNet182024.05 | 10.014 | |
| ATCNetwork=WRN-50-22024.05 | 11.272 |