Image Classification on ImageNet C R Sketch A (test)
47.1Accuracy (ImageNet-C)EATA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EATAType=BP-based, Backbone=ResNet50-GN2026.03 | 47.1 | 47.7 | 37.5 | 15.9 | 37 | |
| SARType=BP-based, Backbone=ResNet50-GN2026.03 | 46.8 | 51.4 | 36.2 | 20.2 | 38.6 | |
| ZOTTAType=BP-free, Backbone=ResNet50-GN2026.03 | 44.9 | 43 | 30.5 | 14.1 | 33.1 | |
| DeYOType=BP-based, Backbone=ResNet50-GN2026.03 | 34.9 | 41.8 | 28.3 | 14.3 | 29.8 | |
| CoTTAType=BP-based, Backbone=ResNet50-GN2026.03 | 32.7 | 40.9 | 26.3 | 14.4 | 28.6 | |
| TENTType=BP-based, Backbone=ResNet50-GN2026.03 | 31.4 | 40.3 | 28.2 | 13.9 | 28.5 | |
| NoAdaptType=/, Backbone=ResNet50-GN2026.03 | 31.3 | 40.2 | 28.1 | 13.9 | 28.4 | |
| T3AType=BP-free, Backbone=ResNet50-GN2026.03 | 30.9 | 37 | 30.7 | 13.1 | 27.9 | |
| LAMEType=BP-free, Backbone=ResNet50-GN2026.03 | 30.5 | 40.5 | 28.8 | 13.8 | 28.4 | |
| FOAType=BP-free, Backbone=ResNet50-GN2026.03 | 24.5 | 39.3 | 26.6 | 12.5 | 25.7 |