Oriented Object Detection on FAIR1M v1.0
49.15mAPfBMCR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BMCRBackbone=BMCR2026.06 | 49.15 | — | 63.9 | |
| Strip R-CNNBackbone=StripNet-S2026.06 | 48.26 | — | 66.3 | |
| Oriented R-CNNBackbone=LSK-S2026.06 | 47.85 | — | 44.8 | |
| Oriented R-CNNBackbone=LSK-T2026.06 | 46.5 | — | 49.5 | |
| R3Det-KFIoUBackbone=ResNet-1522026.06 | 46.47 | — | 41.6 | |
| RoI-Trans.-KFIoUBackbone=Swin-T2026.06 | 46.15 | — | 50 | |
| Oriented R-CNNBackbone=ViTAE-B+RVSA2026.06 | 46.13 | — | 20.5 | |
| ARS-DETRBackbone=Swin-T2026.06 | 46.13 | — | 55.1 | |
| Oriented R-CNNBackbone=ARC-R502026.06 | 45.94 | — | 55.2 | |
| Oriented R-CNNBackbone=ViTAEv22026.06 | 45.8 | — | 24.3 | |
| Oriented R-CNNBackbone=Swin-T2026.06 | 45.54 | — | 46.5 | |
| Oriented R-CNNBackbone=PKINet-S2026.06 | 45.27 | — | 51.4 | |
| Oriented R-CNNBackbone=ARC-R1012026.06 | 45.24 | — | 51.3 | |
| ARS-DETRBackbone=ResNet-502026.06 | 45.08 | — | 61.4 | |
| OrientedFormerBackbone=LSK-T2026.06 | 42.56 | — | 47.8 | |
| Oriented R-CNNBackbone=ResNet-1012026.06 | 42.32 | — | 52.4 | |
| Oriented R-CNNBackbone=ResNet-502026.06 | 41.6 | — | 68.5 | |
| RQFormerBackbone=ResNet-502026.06 | 41.28 | — | 66.3 | |
| OrientedFormerBackbone=ResNet-502026.06 | 40.17 | — | 61.3 | |
| OrientedFormerBackbone=Swin-T2026.06 | 40.07 | — | 48.6 | |
| OrientedFormerBackbone=ResNet-1012026.06 | 39.8 | — | 51.2 | |
| RoI Trans.Backbone=Swin-T2026.06 | 35.29 | — | 56.4 | |
| C-RCNN2024.03 | — | 31.18 | — | |
| F-RCNN2024.03 | — | 32.12 | — | |
| G. V.2024.03 | — | 29.92 | — | |
| LSKNet-S2024.03 | — | 47.87 | — | |
| LSKNet-T2024.03 | — | 46.93 | — | |
| O-RCNN2024.03 | — | 45.6 | — | |
| RetinaNet2024.03 | — | 30.67 | — | |
| RoI Trans.2024.03 | — | 35.29 | — |