Object Detection on VOC to Clipart, Comic, Watercolor Artistic Domains
81mAP (Clipart)Bridge
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BridgeBackbone=DINOv32026.04 | 81 | 64.1 | 74.9 | 73.3 | |
| DINOv32026.04 | 79.9 | 63.6 | 74.7 | 72.7 | |
| BridgeBackbone=DINOv22026.04 | 76.5 | 58.5 | 73.3 | 69.4 | |
| DINOv22026.04 | 71.9 | 54.1 | 70.2 | 65.4 | |
| BoostDetector Type=Diffusion Detector, Backbone=Stable Diffusion2026.04 | 64.1 | 55.2 | 69.7 | 63 | |
| BridgeDetector Type=Diffusion Detector, Backbone=Stable Diffusion2026.04 | 63.7 | 54.9 | 71.7 | 63.4 | |
| GDDDetector Type=Diffusion Detector, Backbone=Stable Diffusion2026.04 | 58.3 | 51.9 | 68.4 | 59.5 | |
| DDTDetector Type=Diffusion Detector, Backbone=Stable Diffusion2026.04 | 47.4 | 44.4 | 58.7 | 50.2 | |
| BridgeDetector Type=Diffusion Guided, Backbone=ResNet-1012026.04 | 41.3 | 32.9 | 56.1 | 43.4 | |
| GDDDetector Type=Diffusion Guided, Backbone=ResNet-1012026.04 | 40.8 | 29.7 | 54.2 | 41.6 | |
| BoostDetector Type=Diffusion Guided, Backbone=ResNet-1012026.04 | 40.5 | 30 | 56.6 | 42.4 | |
| DivAlign2026.04 | 38.9 | 33.2 | 57.4 | 43.2 | |
| BridgeBackbone=SAM2026.04 | 38 | 34.2 | 50.9 | 41 | |
| SAM2026.04 | 36.8 | 35.8 | 48.2 | 40.3 | |
| Div.2026.04 | 33.7 | 25.5 | 52.5 | 37.2 |