Object Detection on Diverse-Weather Dusk Rainy
42.3mAP@0.5CD-FKD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CD-FKDBackbone=ResNet101-FPN2026.03 | 42.3 | — | |
| DivAlign2026.03 | 38.1 | — | |
| G-NAS2026.03 | 35.1 | — | |
| PDDOC2026.03 | 33.7 | — | |
| UFR2026.03 | 33.2 | — | |
| CLIP-Gap2026.03 | 32.3 | — | |
| S-DGOD2026.03 | 28.2 | — | |
| Faster R-CNNBackbone=ResNet101-FPN2026.03 | 27.9 | — | |
| SW2026.03 | 26.3 | — | |
| IBN-Net2026.03 | 26.1 | — | |
| ISW2026.03 | 25.9 | — | |
| IterNorm2026.03 | 22.8 | — | |
| CLIP The GapTarget data usage=Domain Generalization, Backbone=ResNet-101, Architecture=Faster R-CNN2024.10 | — | 32.3 | |
| CLIP-Gap2024.02 | — | 32.3 | |
| Faster-RCNN2024.02 | — | 26 | |
| IBN-Net2024.02 | — | 26.1 | |
| ISW2024.02 | — | 25.9 | |
| IterNorm2024.02 | — | 22.8 | |
| PØDATarget data usage=Domain Generalization, Backbone=ResNet-101, Architecture=Faster R-CNN2024.10 | — | 40.2 | |
| Prompt-Driven Dynamic Object-Centric Learning2024.02 | — | 33.7 | |
| S-DGOD2024.02 | — | 28.2 | |
| S-DGODTarget data usage=Domain Generalization, Backbone=ResNet-101, Architecture=Faster R-CNN2024.10 | — | 28.2 | |
| SW2024.02 | — | 26.3 |