Accuracy Estimation on TinyImageNet
0.612MAEMANO
Evaluation Results
| Method | Links | |
|---|---|---|
| MANONetwork=ResNet182024.05 | 0.612 | |
| MANONetwork=ResNet502024.05 | 1.005 | |
| NuclearNetwork=WRN-50-22024.05 | 1.053 | |
| DispersionNetwork=WRN-50-22024.05 | 1.054 | |
| MANONetwork=WRN-50-22024.05 | 1.145 | |
| NuclearNetwork=ResNet182024.05 | 1.165 | |
| NuclearNetwork=ResNet502024.05 | 1.226 | |
| COTNetwork=WRN-50-22024.05 | 1.286 | |
| COTNetwork=ResNet182024.05 | 1.297 | |
| COTNetwork=ResNet502024.05 | 1.653 | |
| DispersionNetwork=ResNet502024.05 | 1.667 | |
| MDENetwork=WRN-50-22024.05 | 1.703 | |
| MDENetwork=ResNet182024.05 | 1.926 | |
| MDENetwork=ResNet502024.05 | 2.687 | |
| ConfScoreNetwork=WRN-50-22024.05 | 2.712 | |
| DispersionNetwork=ResNet182024.05 | 2.822 | |
| EntropyNetwork=WRN-50-22024.05 | 2.854 | |
| ConfScoreNetwork=ResNet502024.05 | 3.376 | |
| ATCNetwork=ResNet502024.05 | 3.435 | |
| EntropyNetwork=ResNet182024.05 | 3.559 | |
| EntropyNetwork=ResNet502024.05 | 3.696 | |
| ATCNetwork=ResNet182024.05 | 3.752 | |
| ConfScoreNetwork=ResNet182024.05 | 3.822 | |
| FréchetNetwork=WRN-50-22024.05 | 4.862 | |
| ATCNetwork=WRN-50-22024.05 | 5.011 | |
| FréchetNetwork=ResNet502024.05 | 5.616 | |
| FréchetNetwork=ResNet182024.05 | 5.998 |