Object Detection on Driving Scenarios Dusk
49.5mAPStyle Evolving along Chain-of-Thought
Evaluation results
| Method | Links | |
|---|---|---|
| Style Evolving along Chain-of-ThoughtBackbone=Swin2025.03 | 49.5 | |
| Style Evolving along Chain-of-ThoughtBackbone=ResNet-1012025.03 | 39.2 | |
| DIVBackbone=ResNet-1012025.03 | 38.1 | |
| PDOCBackbone=ResNet-1012025.03 | 33.7 | |
| UFRBackbone=ResNet-1012025.03 | 33.2 | |
| C-GapBackbone=ResNet-1012025.03 | 32.3 | |
| Style Evolving along Chain-of-ThoughtBackbone=ResNet-502025.03 | 28.6 | |
| S-DGODBackbone=ResNet-1012025.03 | 28.2 | |
| SW2025.03 | 26.3 | |
| IBN-Net2025.03 | 26.1 | |
| Faster R-CNNBackbone=ResNet-1012025.03 | 26 | |
| ISW2025.03 | 25.9 | |
| IterNorm2025.03 | 22.8 |