Accuracy Estimation on PACS
0.924R2MANO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MANOModel=WRN-50-22024.05 | 0.924 | — | 0.972 | |
| MANOModel=ResNet502024.05 | 0.923 | — | 0.958 | |
| ConfScoreNetwork=ConvNext2024.05 | 0.9 | 0.895 | — | |
| COTModel=ResNet502024.05 | 0.891 | — | 0.79 | |
| COTModel=WRN-50-22024.05 | 0.89 | — | 0.888 | |
| MANONetwork=ConvNext2024.05 | 0.874 | 0.755 | — | |
| EntropyNetwork=ConvNext2024.05 | 0.872 | 0.853 | — | |
| RotationModel=WRN-50-22024.05 | 0.865 | — | 0.902 | |
| RotationModel=ResNet502024.05 | 0.86 | — | 0.923 | |
| NuclearNetwork=ConvNext2024.05 | 0.834 | 0.79 | — | |
| DispersionModel=ResNet182024.05 | 0.832 | — | 0.825 | |
| MANOModel=ResNet182024.05 | 0.827 | — | 0.909 | |
| NuclearNetwork=ViT2024.05 | 0.823 | 0.86 | — | |
| RotationModel=ResNet182024.05 | 0.822 | — | 0.895 | |
| LIDTNetwork=ConvNext2024.05 | 0.814 | 0.748 | — | |
| COTModel=ResNet182024.05 | 0.79 | — | 0.783 | |
| ATCModel=WRN-50-22024.05 | 0.752 | — | 0.832 | |
| LIDTNetwork=ViT2024.05 | 0.742 | 0.797 | — | |
| ATCNetwork=ConvNext2024.05 | 0.727 | 0.58 | — | |
| ConfScoreNetwork=ViT2024.05 | 0.711 | 0.783 | — | |
| MANONetwork=ViT2024.05 | 0.705 | 0.755 | — | |
| ConfScoreModel=WRN-50-22024.05 | 0.646 | — | 0.678 | |
| EntropyNetwork=ViT2024.05 | 0.631 | 0.727 | — | |
| EntropyModel=WRN-50-22024.05 | 0.629 | — | 0.671 | |
| EntropyModel=ResNet182024.05 | 0.624 | — | 0.755 | |
| FréchetModel=ResNet182024.05 | 0.624 | — | 0.804 | |
| AgreeScoreModel=ResNet182024.05 | 0.613 | — | 0.832 | |
| NuclearModel=ResNet502024.05 | 0.611 | — | 0.888 | |
| NuclearModel=ResNet182024.05 | 0.609 | — | 0.874 | |
| NuclearModel=WRN-50-22024.05 | 0.607 | — | 0.867 | |
| ConfScoreModel=ResNet182024.05 | 0.594 | — | 0.755 | |
| FréchetModel=WRN-50-22024.05 | 0.558 | — | 0.832 | |
| ATCModel=ResNet182024.05 | 0.514 | — | 0.65 | |
| ProjNormModel=WRN-50-22024.05 | 0.474 | — | 0.65 | |
| AgreeScoreModel=ResNet502024.05 | 0.463 | — | 0.622 | |
| FréchetModel=ResNet502024.05 | 0.463 | — | 0.622 | |
| ATCNetwork=ViT2024.05 | 0.426 | 0.503 | — | |
| AgreeScoreModel=WRN-50-22024.05 | 0.377 | — | 0.858 | |
| ProjNormModel=ResNet502024.05 | 0.244 | — | 0.587 | |
| ATCModel=ResNet502024.05 | 0.192 | — | 0.265 | |
| MDENetwork=ViT2024.05 | 0.18 | 0.209 | — | |
| ProjNormModel=ResNet182024.05 | 0.161 | — | 0.419 | |
| DispersionModel=WRN-50-22024.05 | 0.111 | — | 0.167 | |
| DispersionModel=ResNet502024.05 | 0.073 | — | 0.167 | |
| MDEModel=WRN-50-22024.05 | 0.072 | — | 0.244 | |
| ConfScoreModel=ResNet502024.05 | 0.07 | — | 0.069 | |
| EntropyModel=ResNet502024.05 | 0.061 | — | 0.055 | |
| MDEModel=ResNet502024.05 | 0.059 | — | 0.104 | |
| MDENetwork=ConvNext2024.05 | 0.004 | 0.062 | — | |
| MDEModel=ResNet182024.05 | 0.003 | — | 0.153 |