Oriented Object Detection on DOTA v2.0
52.39AP50S2A-Net
Evaluation Results
| Method | Links | |
|---|---|---|
| S2A-NetSupervision level=RBox, Comparison track=End-to-end2025.02 | 52.39 | |
| S2A-NetEpochs=12, Supervision level=RBox-supervised2025.06 | 52.39 | |
| FCOSSupervision level=RBox, Comparison track=End-to-end2025.02 | 51.77 | |
| FCOSEpochs=12, Supervision level=RBox-supervised2025.06 | 51.77 | |
| AFWSSupervision level=HBox, Comparison track=End-to-end2025.02 | 51.73 | |
| AFWSEpochs=12, Supervision level=HBox-supervised2025.06 | 51.73 | |
| H2RBox-v2Supervision level=HBox, Comparison track=End-to-end2025.02 | 50.33 | |
| H2RBox-v2Epochs=12, Supervision level=HBox-supervised2025.06 | 50.33 | |
| GWDSupervision level=RBox, Comparison track=End-to-end2025.02 | 48.87 | |
| GWDEpochs=12, Supervision level=RBox-supervised2025.06 | 48.87 | |
| H2RBoxSupervision level=HBox, Comparison track=End-to-end2025.02 | 48.68 | |
| H2RBoxEpochs=12, Supervision level=HBox-supervised2025.06 | 48.68 | |
| RetinaNetSupervision level=RBox, Comparison track=End-to-end2025.02 | 47 | |
| RetinaNetEpochs=12, Supervision level=RBox-supervised2025.06 | 47 | |
| Point2RBox-v2Supervision level=Point, Comparison track=Two-stage2025.02 | 38.79 | |
| SSPEpochs=6 + 12, Supervision level=Point-supervised, Training strategy=Two-stage2025.06 | 29.02 | |
| Point2RBox-v2Supervision level=Point, Comparison track=End-to-end2025.02 | 27.11 | |
| PointOBB-v3Supervision level=Point, Comparison track=Two-stage2025.02 | 23.52 | |
| PointOBB-v3Epochs=24* + 12, Supervision level=Point-supervised, Training strategy=Teacher-student and two-stage2025.06 | 23.52 | |
| Point2RBox+SKSupervision level=Point, Comparison track=End-to-end, Additional prior=One-shot sketches2025.02 | 23.43 | |
| Point2RBox+SKEpochs=12*, Supervision level=Point-supervised, Training strategy=Teacher-student, Priors=One-shot sketches2025.06 | 23.43 | |
| PointOBB-v3Supervision level=Point, Comparison track=End-to-end2025.02 | 22.82 | |
| PointOBB-v3Epochs=24*, Supervision level=Point-supervised, Training strategy=Teacher-student2025.06 | 22.82 | |
| PointOBB-v2Supervision level=Point, Comparison track=Two-stage2025.02 | 20.64 | |
| PointOBB-v2Epochs=6 + 12, Supervision level=Point-supervised, Training strategy=Two-stage2025.06 | 20.64 | |
| PointOBBSupervision level=Point, Comparison track=Two-stage2025.02 | 5.53 | |
| PointOBBEpochs=24* + 12, Supervision level=Point-supervised, Training strategy=Teacher-student and two-stage2025.06 | 5.53 |