Open-set Test-Time Adaptation on Tiny-ImageNet-C (test)
38.65AccuracyEATA + UniEnt+
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EATA + UniEnt+backbone=ResNet-502024.04 | 38.65 | 62.3 | 90.88 | 30.95 | |
| EATA + UniEntbackbone=ResNet-502024.04 | 37.54 | 64.34 | 89.23 | 30.59 | |
| TENT + UniEnt+backbone=ResNet-502024.04 | 37.31 | 63.83 | 89.12 | 30.12 | |
| OSTTAbackbone=ResNet-502024.04 | 37.29 | 55.66 | 94.34 | 27.74 | |
| TENT + UniEntbackbone=ResNet-502024.04 | 37.23 | 63.92 | 89.72 | 30.18 | |
| EATAbackbone=ResNet-502024.04 | 37.09 | 57.55 | 93.22 | 27.91 | |
| BN Adaptbackbone=ResNet-502024.04 | 37 | 61.06 | 90.9 | 28.5 | |
| OSTTA + UniEnt+backbone=ResNet-502024.04 | 34.47 | 61.28 | 89.56 | 26.65 | |
| OSTTA + UniEntbackbone=ResNet-502024.04 | 33.72 | 62.69 | 89.67 | 26.63 | |
| TENTbackbone=ResNet-502024.04 | 28.96 | 49.78 | 95.96 | 19.02 | |
| Sourcebackbone=ResNet-502024.04 | 22.29 | 53.79 | 93.41 | 16.29 |