Image Classification on TerraIncognita leave-one-domain-out (LODO)
66.6Accuracy (L100 Domain)CrossFlowDG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CrossFlowDGVenue=2026, Params=36M, Backbone=VMamba-T2026.04 | 66.6 | 52 | 62.8 | 50.4 | 58 | |
| DGFambaVenue=AAAI’25, Params=31M, Backbone=VMamba-T2026.04 | 63.9 | 49.8 | 63.1 | 47.5 | 56.1 | |
| DGMambaVenue=MM’24, Params=31M, Backbone=VMamba-T2026.04 | 62 | 47.7 | 61.7 | 46.9 | 54.5 | |
| GMDGVenue=CVPR’24, Params=23M, Backbone=ResNet-502026.04 | 59.8 | 45.3 | 57.1 | 38.2 | 50.1 | |
| GMoEVenue=ICLR’23, Params=34M, Backbone=DeiT-S2026.04 | 59.2 | 34 | 50.7 | 38.5 | 45.6 | |
| PCLVenue=CVPR’22, Params=23M, Backbone=ResNet-502026.04 | 58.7 | 46.3 | 60 | 43.6 | 52.1 | |
| iDAGVenue=ICCV’23, Params=23M, Backbone=ResNet-502026.04 | 58.7 | 35.1 | 57.5 | 33 | 46.1 | |
| SDViTVenue=ACCV’22, Params=22M, Backbone=DeiT-S2026.04 | 55.9 | 31.7 | 52.2 | 37.4 | 44.3 | |
| SWADVenue=NeurIPS’21, Params=23M, Backbone=ResNet-502026.04 | 55.4 | 44.9 | 59.7 | 39.9 | 50 | |
| SAGMVenue=CVPR’23, Params=23M, Backbone=ResNet-502026.04 | 54.8 | 41.4 | 57.7 | 41.3 | 48.8 | |
| MixstyleVenue=ICLR’21, Params=23M, Backbone=ResNet-502026.04 | 54.3 | 34.1 | 55.9 | 31.7 | 44 | |
| SagNetVenue=CVPR’21, Params=23M, Backbone=ResNet-502026.04 | 53 | 43 | 57.9 | 40.4 | 48.6 | |
| RSCVenue=ECCV’20, Params=23M, Backbone=ResNet-502026.04 | 50.2 | 39.2 | 56.3 | 40.8 | 46.6 | |
| MTLVenue=JMLR’21, Params=23M, Backbone=ResNet-502026.04 | 49.3 | 39.6 | 55.6 | 37.8 | 45.6 | |
| ARMVenue=NeurIPS’21, Params=23M, Backbone=ResNet-502026.04 | 49.3 | 38.3 | 55.8 | 38.7 | 45.5 | |
| VReXVenue=ICML’21, Params=23M, Backbone=ResNet-502026.04 | 48.2 | 41.7 | 56.8 | 38.7 | 46.4 | |
| GroupDROVenue=ICLR’19, Params=23M, Backbone=ResNet-502026.04 | 41.2 | 38.6 | 56.7 | 36.4 | 43.2 |