Accuracy Estimation on living-17
1.373MAECOT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| COTNetwork=ResNet182024.05 | 1.373 | — | |
| MANONetwork=ResNet502024.05 | 1.573 | — | |
| ATCNetwork=ResNet502024.05 | 1.574 | — | |
| NuclearNetwork=ResNet502024.05 | 1.86 | — | |
| MANONetwork=ResNet182024.05 | 1.975 | — | |
| ATCNetwork=WRN-50-22024.05 | 2.535 | — | |
| NuclearNetwork=ResNet182024.05 | 2.569 | — | |
| EntropyNetwork=ResNet502024.05 | 2.757 | — | |
| ConfScoreNetwork=ResNet502024.05 | 2.802 | — | |
| COTNetwork=WRN-50-22024.05 | 2.922 | — | |
| NuclearNetwork=WRN-50-22024.05 | 2.974 | — | |
| COTNetwork=ResNet502024.05 | 3.26 | — | |
| MANONetwork=WRN-50-22024.05 | 3.281 | — | |
| MDENetwork=ResNet502024.05 | 3.535 | — | |
| ATCNetwork=ResNet182024.05 | 3.699 | — | |
| MDENetwork=ResNet182024.05 | 3.737 | — | |
| FréchetNetwork=ResNet182024.05 | 3.767 | — | |
| MDENetwork=WRN-50-22024.05 | 3.833 | — | |
| FréchetNetwork=WRN-50-22024.05 | 3.889 | — | |
| ConfScoreNetwork=WRN-50-22024.05 | 4.059 | — | |
| ConfScoreNetwork=ResNet182024.05 | 4.095 | — | |
| EntropyNetwork=ResNet182024.05 | 4.098 | — | |
| EntropyNetwork=WRN-50-22024.05 | 4.25 | — | |
| DispersionNetwork=ResNet182024.05 | 4.262 | — | |
| DispersionNetwork=ResNet502024.05 | 4.361 | — | |
| DispersionNetwork=WRN-50-22024.05 | 4.925 | — | |
| FréchetNetwork=ResNet502024.05 | 9.687 | — | |
| AC2026.06 | — | 22.11 | |
| ATC-MC2026.06 | — | 11.11 | |
| ATC-NE2026.06 | — | 9.26 | |
| COT2026.06 | — | 13.94 | |
| COTT2026.06 | — | 7.75 | |
| DoC2026.06 | — | 22.43 | |
| FRAPFoundation Model=SigLIP2026.06 | — | 6.74 | |
| FRAPFoundation Model=CLIP2026.06 | — | 5.37 | |
| GDE2026.06 | — | 18.38 | |
| IM2026.06 | — | 23.55 | |
| projNorm2026.06 | — | 16.91 |