Open-Set Recognition on CIFAR-100 C
60.63AccuracyEATA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EATAAdaptation rounds=12024.04 | 60.63 | 72.74 | 82.75 | 50.18 | |
| OSTTAAdaptation rounds=12024.04 | 60.03 | 77.02 | 57.24 | 51.35 | |
| EATA + UniEntAdaptation rounds=1, Base Method=EATA2024.04 | 59.75 | 97.15 | 22.95 | 57.99 | |
| EATA + UniEnt+Adaptation rounds=1, Base Method=EATA2024.04 | 59.71 | 96.97 | 20.59 | 58.19 | |
| TENT + UniEntAdaptation rounds=1, Base Method=TENT2024.04 | 59.07 | 84.32 | 51.14 | 56.26 | |
| OSTTA + UniEnt+Adaptation rounds=1, Base Method=OSTTA2024.04 | 58.93 | 91.39 | 26.87 | 57.69 | |
| OSTTA + UniEntAdaptation rounds=1, Base Method=OSTTA2024.04 | 58.69 | 89.28 | 30.36 | 57.28 | |
| TENT + UniEnt+Adaptation rounds=1, Base Method=TENT2024.04 | 58.58 | 84.44 | 41.09 | 56.36 | |
| BN AdaptAdaptation rounds=12024.04 | 57.16 | 72.45 | 84.29 | 47.1 | |
| COTTAAdaptation rounds=12024.04 | 56.46 | 77.04 | 80.96 | 48.95 | |
| TENTAdaptation rounds=12024.04 | 54.74 | 65 | 94.79 | 42.24 | |
| SourceAdaptation rounds=12024.04 | 53.25 | 60.55 | 94.98 | 39.87 |