Accuracy Estimation on Entity-13 Subpopulation Shift
0.993R2MANO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MANOModel=ResNet502024.05 | 0.993 | 0.998 | |
| MANOModel=ResNet182024.05 | 0.992 | 0.996 | |
| MANOModel=WRN-50-22024.05 | 0.992 | 0.996 | |
| NuclearModel=ResNet502024.05 | 0.989 | 0.996 | |
| NuclearModel=WRN-50-22024.05 | 0.989 | 0.995 | |
| NuclearModel=ResNet182024.05 | 0.978 | 0.991 | |
| COTModel=ResNet182024.05 | 0.96 | 0.985 | |
| ProjNormModel=ResNet182024.05 | 0.952 | 0.981 | |
| FréchetModel=ResNet182024.05 | 0.95 | 0.981 | |
| ProjNormModel=WRN-50-22024.05 | 0.95 | 0.977 | |
| ProjNormModel=ResNet502024.05 | 0.944 | 0.974 | |
| COTModel=WRN-50-22024.05 | 0.944 | 0.979 | |
| RotationModel=WRN-50-22024.05 | 0.939 | 0.983 | |
| DispersionModel=ResNet182024.05 | 0.937 | 0.968 | |
| ATCModel=WRN-50-22024.05 | 0.936 | 0.98 | |
| COTModel=ResNet502024.05 | 0.935 | 0.971 | |
| RotationModel=ResNet502024.05 | 0.932 | 0.976 | |
| ConfScoreModel=WRN-50-22024.05 | 0.93 | 0.977 | |
| RotationModel=ResNet182024.05 | 0.927 | 0.961 | |
| MDEModel=ResNet182024.05 | 0.927 | 0.995 | |
| MDEModel=WRN-50-22024.05 | 0.925 | 0.995 | |
| EntropyModel=WRN-50-22024.05 | 0.919 | 0.973 | |
| MDEModel=ResNet502024.05 | 0.912 | 0.993 | |
| FréchetModel=WRN-50-22024.05 | 0.906 | 0.958 | |
| FréchetModel=ResNet502024.05 | 0.903 | 0.959 | |
| AgreeScoreModel=ResNet502024.05 | 0.901 | 0.964 | |
| AgreeScoreModel=WRN-50-22024.05 | 0.871 | 0.935 | |
| ATCModel=ResNet182024.05 | 0.823 | 0.945 | |
| DispersionModel=WRN-50-22024.05 | 0.815 | 0.905 | |
| ConfScoreModel=ResNet182024.05 | 0.795 | 0.94 | |
| EntropyModel=ResNet182024.05 | 0.794 | 0.935 | |
| ATCModel=ResNet502024.05 | 0.783 | 0.95 | |
| DispersionModel=ResNet502024.05 | 0.764 | 0.892 | |
| ConfScoreModel=ResNet502024.05 | 0.728 | 0.941 | |
| EntropyModel=ResNet502024.05 | 0.698 | 0.928 | |
| AgreeScoreModel=ResNet182024.05 | 0.543 | 0.919 |