Object Detection on Diverse-Weather Day Foggy (target)
40.2mAP@0.5CD-FKD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CD-FKDBackbone=ResNet101-FPN2026.03 | 40.2 | — | |
| UFR2026.03 | 39.6 | — | |
| PDDOC2026.03 | 39.1 | — | |
| CLIP-Gap2026.03 | 38.5 | — | |
| DivAlign2026.03 | 37.2 | — | |
| G-NAS2026.03 | 36.4 | — | |
| S-DGOD2026.03 | 33.5 | — | |
| Faster R-CNNBackbone=ResNet101-FPN2026.03 | 32.1 | — | |
| ISW2026.03 | 31.8 | — | |
| SW2026.03 | 30.8 | — | |
| IBN-Net2026.03 | 29.6 | — | |
| IterNorm2026.03 | 28.4 | — | |
| CLIP The GapTarget data usage=Domain Generalization, Backbone=ResNet-101, Architecture=Faster R-CNN2024.10 | — | 0.385 | |
| CLIP-Gap2024.02 | — | 0.385 | |
| Faster-RCNN2024.02 | — | 0.32 | |
| IBN-Net2024.02 | — | 0.296 | |
| ISW2024.02 | — | 0.318 | |
| IterNorm2024.02 | — | 0.284 | |
| PØDATarget data usage=Domain Generalization, Backbone=ResNet-101, Architecture=Faster R-CNN2024.10 | — | 0.431 | |
| Prompt-Driven Dynamic Object-Centric Learning2024.02 | — | 0.391 | |
| S-DGOD2024.02 | — | 0.335 | |
| S-DGODTarget data usage=Domain Generalization, Backbone=ResNet-101, Architecture=Faster R-CNN2024.10 | — | 0.335 | |
| SW2024.02 | — | 0.308 |