Object Detection on M3FD-inf (test)
59.1mAPDuGI-MAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DuGI-MAEBackbone=ViT-B, Model=Mask R-CNN2025.12 | 59.1 | 89.7 | |
| DuGI-MAEBackbone=ViT-B, Model=Cascade R-CNN2025.12 | 57.3 | 86.9 | |
| InfMAEBackbone=ViT-B, Model=Mask R-CNN2025.12 | 57.1 | 87.9 | |
| MCMAEBackbone=ViT-B, Model=Mask R-CNN2025.12 | 56.8 | 87.2 | |
| InfMAEBackbone=ViT-B, Model=Cascade R-CNN2025.12 | 56.5 | 86.3 | |
| MCMAEBackbone=ViT-B, Model=Cascade R-CNN2025.12 | 55.1 | 85.4 | |
| YOLOv8Backbone=CSPDarkNet, Model=-2025.12 | 53.7 | 80.3 | |
| MAEBackbone=ViT-B, Model=Mask R-CNN2025.12 | 52.2 | 83.8 | |
| MAEBackbone=ViT-B, Model=Cascade R-CNN2025.12 | 51.9 | 82 | |
| From scratchBackbone=ViT-B, Model=Cascade R-CNN2025.12 | 51.2 | 80.1 | |
| From scratchBackbone=ViT-B, Model=Mask R-CNN2025.12 | 49.6 | 80.3 | |
| DINOBackbone=Swin-L, Model=-2025.12 | 44.6 | 74.8 | |
| DETRBackbone=ResNet101, Model=-2025.12 | 41.5 | 72.7 |