Object Detection on Diverse Weather Dataset
55.5DSMS-DePro
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MS-DeProVenue=KBS’26, Backbone=ResNet-50, Setting=Multi-source domain generalization (MSDG)2026.05 | 55.5 | 62.8 | 38.3 | 35.2 | 29.7 | 34.4 | |
| Diff. GuidedVenue=CVPR’25, Backbone=ResNet-50, Setting=Multi-source domain generalization (MSDG)2026.05 | 54.3 | 49.3 | 39.7 | 32.4 | 25.6 | 32.6 | |
| OA-DGVenue=AAAI’24, Backbone=ResNet-50, Setting=Multi-source domain generalization (MSDG)2026.05 | 54.1 | 36.6 | 36 | 32 | 18.7 | 28.9 | |
| G-NASVenue=AAAI’24, Backbone=ResNet-50, Setting=Multi-source domain generalization (MSDG)2026.05 | 51.4 | 48 | 32.4 | 30.1 | 22.8 | 28.4 | |
| PhysAugVenue=AAAI’25, Backbone=ResNet-50, Setting=Multi-source domain generalization (MSDG)2026.05 | 51 | 45.7 | 34.9 | 35.1 | 27.1 | 32.4 | |
| PDOCVenue=CVPR’24, Backbone=ResNet-50, Setting=Multi-source domain generalization (MSDG)2026.05 | 47.1 | 46.3 | 32 | 24.4 | 16.9 | 24.4 | |
| DivAlignVenue=CVPR’24, Backbone=ResNet-50, Setting=Multi-source domain generalization (MSDG)2026.05 | 46.5 | 47.7 | 34.2 | 34.9 | 29.2 | 32.7 | |
| CLIP-GapVenue=CVPR’23, Backbone=ResNet-50, Setting=Multi-source domain generalization (MSDG)2026.05 | 45 | 43.9 | 28.8 | 21.9 | 16 | 22.2 |