Accuracy Estimation on Nonliving-26
0.0583MAECOTT
Evaluation Results
| Method | Links | |
|---|---|---|
| COTT2026.06 | 0.0583 | |
| FRAPFoundation Model=CLIP2026.06 | 0.0666 | |
| FRAPFoundation Model=SigLIP2026.06 | 0.0848 | |
| ATC-NE2026.06 | 0.0885 | |
| ATC-MC2026.06 | 0.097 | |
| COT2026.06 | 0.1134 | |
| projNorm2026.06 | 0.1201 | |
| AC2026.06 | 0.1946 | |
| DoC2026.06 | 0.2027 | |
| GDE2026.06 | 0.2165 | |
| IM2026.06 | 0.2255 | |
| MANONetwork=ResNet182024.05 | 1.01 | |
| MANONetwork=WRN-50-22024.05 | 1.403 | |
| COTNetwork=ResNet182024.05 | 1.881 | |
| FréchetNetwork=ResNet182024.05 | 1.891 | |
| ConfScoreNetwork=WRN-50-22024.05 | 1.903 | |
| NuclearNetwork=ResNet502024.05 | 2.087 | |
| NuclearNetwork=WRN-50-22024.05 | 2.094 | |
| NuclearNetwork=ResNet182024.05 | 2.168 | |
| MANONetwork=ResNet502024.05 | 2.189 | |
| FréchetNetwork=WRN-50-22024.05 | 2.259 | |
| EntropyNetwork=WRN-50-22024.05 | 2.444 | |
| ATCNetwork=WRN-50-22024.05 | 2.593 | |
| DispersionNetwork=ResNet182024.05 | 2.773 | |
| COTNetwork=WRN-50-22024.05 | 2.785 | |
| ConfScoreNetwork=ResNet182024.05 | 2.907 | |
| ATCNetwork=ResNet182024.05 | 3.386 | |
| MDENetwork=ResNet182024.05 | 3.453 | |
| FréchetNetwork=ResNet502024.05 | 3.547 | |
| EntropyNetwork=ResNet182024.05 | 3.767 | |
| MDENetwork=WRN-50-22024.05 | 3.781 | |
| COTNetwork=ResNet502024.05 | 3.955 | |
| ConfScoreNetwork=ResNet502024.05 | 4.004 | |
| DispersionNetwork=WRN-50-22024.05 | 4.22 | |
| MDENetwork=ResNet502024.05 | 4.236 | |
| EntropyNetwork=ResNet502024.05 | 4.663 | |
| ATCNetwork=ResNet502024.05 | 4.685 | |
| DispersionNetwork=ResNet502024.05 | 6.461 |