Oriented Object Detection on DIOR-R (Accuracy and Speed)
71.86mAPBMCR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BMCRBackbone=BMCR2026.06 | 71.86 | 63.9 | |
| OrientedFormerBackbone=Swin-T2026.06 | 71.09 | 48.6 | |
| Oriented R-CNNBackbone=ViTAE-B+RVSA2026.06 | 71.06 | 20.5 | |
| Strip R-CNNBackbone=StripNet-S2026.06 | 70.07 | 66.3 | |
| Oriented R-CNNBackbone=ARC-R1012026.06 | 69.87 | 51.3 | |
| R3Det-KFIoUBackbone=ResNet-1522026.06 | 69.75 | 41.6 | |
| Oriented R-CNNBackbone=ARC-R502026.06 | 69.7 | 55.2 | |
| RoI Trans.Backbone=ViT-G2026.06 | 69.43 | 21.3 | |
| RoI-Trans.-KFIoUBackbone=Swin-T2026.06 | 68.92 | 50 | |
| OrientedFormerBackbone=ResNet-1012026.06 | 68.84 | 51.2 | |
| Oriented R-CNNBackbone=PKINet-S2026.06 | 68.47 | 51.4 | |
| Oriented R-CNNBackbone=LSK-T2026.06 | 68.42 | 49.5 | |
| ARS-DETRBackbone=Swin-T2026.06 | 68.13 | 55.1 | |
| Oriented R-CNNBackbone=Swin-T2026.06 | 68.03 | 46.5 | |
| Oriented R-CNNBackbone=ResNet-1012026.06 | 67.92 | 52.4 | |
| Oriented R-CNNBackbone=ResNet-502026.06 | 67.87 | 68.5 | |
| Oriented R-CNNBackbone=ViTAEv22026.06 | 67.37 | 24.3 | |
| RQFormerBackbone=ResNet-502026.06 | 67.31 | 66.3 | |
| OrientedFormerBackbone=ResNet-502026.06 | 67.28 | 61.3 | |
| Oriented R-CNNBackbone=LSK-S2026.06 | 66.88 | 44.8 | |
| RoI Trans.Backbone=Swin-T2026.06 | 66.78 | 56.4 | |
| ARS-DETRBackbone=ResNet-502026.06 | 66.12 | 61.4 | |
| OrientedFormerBackbone=LSK-T2026.06 | 65.05 | 47.8 |