Open-Set Recognition on CIFAR-10-C
85.77AccuracyCOTTA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| COTTAAdaptation rounds=12024.04 | 85.77 | 85.89 | 72.4 | 77.26 | |
| EATA + UniEnt+Adaptation rounds=1, Base Method=EATA2024.04 | 85.18 | 96.2 | 14.28 | 83.67 | |
| OSTTA + UniEnt+Adaptation rounds=1, Base Method=OSTTA2024.04 | 84.32 | 95.42 | 16.37 | 80.51 | |
| TENT + UniEntAdaptation rounds=1, Base Method=TENT2024.04 | 84.31 | 92.28 | 36.74 | 80.32 | |
| EATA + UniEntAdaptation rounds=1, Base Method=EATA2024.04 | 84.31 | 94.84 | 13.25 | 82.99 | |
| OSTTA + UniEntAdaptation rounds=1, Base Method=OSTTA2024.04 | 84.3 | 97.38 | 11.56 | 82.91 | |
| BN AdaptAdaptation rounds=12024.04 | 84.2 | 80.4 | 76.84 | 72.13 | |
| TENT + UniEnt+Adaptation rounds=1, Base Method=TENT2024.04 | 84.03 | 93.18 | 32.74 | 80.62 | |
| OSTTAAdaptation rounds=12024.04 | 82.46 | 75.37 | 60.63 | 60.03 | |
| SourceAdaptation rounds=12024.04 | 81.73 | 77.89 | 79.45 | 68.44 | |
| EATAAdaptation rounds=12024.04 | 80.92 | 71.66 | 72.63 | 65.17 | |
| TENTAdaptation rounds=12024.04 | 79.38 | 65.39 | 95.94 | 56.73 |