Domain Generalization on ImageNet-C (10 unseen domains)
58.5Accuracy (Motion)Source
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SourceVenue=ICLR2021, Backbone=ViT-base2026.05 | 58.5 | 63.3 | 49.9 | 54.2 | 57.7 | 26.4 | 91.4 | 57.5 | 38 | 36.2 | 53.3 | 0 | |
| CoTTAVenue=CVPR2022, Backbone=ViT-base2026.05 | 57.3 | 62.1 | 49.1 | 52 | 57.1 | 26.4 | 91.9 | 57.1 | 37.6 | 35.3 | 52.6 | 0.7 | |
| TENTVenue=CVPR2021, Backbone=ViT-base2026.05 | 56 | 61.3 | 45.7 | 49.6 | 56.6 | 24.8 | 94 | 55.6 | 37.1 | 35.1 | 51.6 | 1.7 | |
| ViDAVenue=ICLR2024, Backbone=ViT-base2026.05 | 46.4 | 52.7 | 39.8 | 43.7 | 42.2 | 23.5 | 71.5 | 49.6 | 33.9 | 33.3 | 43.7 | 9.6 | |
| MoASEVenue=AAAI2026, Backbone=ViT-base2026.05 | 43.9 | 53.7 | 38 | 37.6 | 46 | 24 | 66 | 42.8 | 28.9 | 29.6 | 41 | 12.3 | |
| MoASE++Venue=Proposed, Backbone=ViT-base2026.05 | 42.4 | 52.1 | 37.5 | 39.1 | 42.6 | 22.6 | 63.3 | 42.9 | 28.2 | 27.3 | 39.8 | 13.5 |