Object Detection on Driving Scenarios Night Sunny
52.7mAPStyle Evolving along Chain-of-Thought
Evaluation results
| Method | Links | |
|---|---|---|
| Style Evolving along Chain-of-ThoughtBackbone=Swin2025.03 | 52.7 | |
| DIVBackbone=ResNet-1012025.03 | 42.5 | |
| Style Evolving along Chain-of-ThoughtBackbone=ResNet-1012025.03 | 42 | |
| UFRBackbone=ResNet-1012025.03 | 40.8 | |
| PDOCBackbone=ResNet-1012025.03 | 38.5 | |
| C-GapBackbone=ResNet-1012025.03 | 36.9 | |
| S-DGODBackbone=ResNet-1012025.03 | 36.6 | |
| Faster R-CNNBackbone=ResNet-1012025.03 | 34.4 | |
| Style Evolving along Chain-of-ThoughtBackbone=ResNet-502025.03 | 33.5 | |
| SW2025.03 | 33.4 | |
| ISW2025.03 | 33.2 | |
| IBN-Net2025.03 | 32.1 | |
| IterNorm2025.03 | 29.6 |