Image Classification on DomainNet 126 (test)
45.3Accuracy (real)Source only
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Source onlySource-free=true, Backbone=ResNet-502022.11 | 45.3 | 49.3 | 41.7 | 44.8 | 45.3 | |
| BN-1Source-free=true, Backbone=ResNet-502022.11 | 45.1 | 45.2 | 39.5 | 37.8 | 41.9 | |
| CoTTASource-free=true, Updates=1, Backbone=ResNet-502022.11 | 43.4 | 43 | 36.4 | 36.3 | 39.8 | |
| TENT cont.Source-free=true, Updates=1, Backbone=ResNet-502022.11 | 42.4 | 44.2 | 37.2 | 37.5 | 40.3 | |
| GTTA-MIXSource-free=false, Updates=4, Backbone=ResNet-502022.11 | 38.7 | 42.4 | 33.6 | 34.2 | 37.2 | |
| AdaContrastSource-free=true, Updates=1, Backbone=ResNet-502022.11 | 37.8 | 37.6 | 32.3 | 31.9 | 34.9 | |
| RMTSource-free=true, Updates=1, Backbone=ResNet-502022.11 | 37 | 37.9 | 31.7 | 32.1 | 34.7 | |
| RMTSource-free=false, Updates=1, Backbone=ResNet-502022.11 | 36.8 | 37.1 | 30.6 | 31.1 | 33.9 | |
| RMTSource-free=false, Updates=4, Backbone=ResNet-502022.11 | 35.1 | 36.4 | 29.9 | 29.9 | 32.8 |