Oriented Object Detection on RSAR
66.66AP50FCOS
Evaluation results
| Method | Links | |
|---|---|---|
| FCOSSupervision level=RBox, Comparison track=End-to-end2025.02 | 66.66 | |
| FCOSEpochs=12, Supervision level=RBox-supervised2025.06 | 66.66 | |
| S2A-NetSupervision level=RBox, Comparison track=End-to-end2025.02 | 66.47 | |
| S2A-NetEpochs=12, Supervision level=RBox-supervised2025.06 | 66.47 | |
| H2RBox-v2Supervision level=HBox, Comparison track=End-to-end2025.02 | 65.16 | |
| H2RBox-v2Epochs=12, Supervision level=HBox-supervised2025.06 | 65.16 | |
| GWDSupervision level=RBox, Comparison track=End-to-end2025.02 | 57.8 | |
| GWDEpochs=12, Supervision level=RBox-supervised2025.06 | 57.8 | |
| RetinaNetSupervision level=RBox, Comparison track=End-to-end2025.02 | 57.67 | |
| RetinaNetEpochs=12, Supervision level=RBox-supervised2025.06 | 57.67 | |
| H2RBoxSupervision level=HBox, Comparison track=End-to-end2025.02 | 49.92 | |
| H2RBoxEpochs=12, Supervision level=HBox-supervised2025.06 | 49.92 | |
| SSPEpochs=6 + 12, Supervision level=Point-supervised, Training strategy=Two-stage2025.06 | 31.16 | |
| Point2RBox-v2Supervision level=Point, Comparison track=Two-stage2025.02 | 30.9 | |
| Point2RBox-v2Supervision level=Point, Comparison track=End-to-end2025.02 | 28.6 | |
| Point2RBox+SKSupervision level=Point, Comparison track=End-to-end, Additional prior=One-shot sketches2025.02 | 27.81 | |
| Point2RBox+SKEpochs=12*, Supervision level=Point-supervised, Training strategy=Teacher-student, Priors=One-shot sketches2025.06 | 27.81 | |
| PointOBB-v3Supervision level=Point, Comparison track=Two-stage2025.02 | 22.6 | |
| PointOBB-v3Epochs=24* + 12, Supervision level=Point-supervised, Training strategy=Teacher-student and two-stage2025.06 | 22.6 | |
| PointOBB-v2Supervision level=Point, Comparison track=Two-stage2025.02 | 18.99 | |
| PointOBB-v2Epochs=6 + 12, Supervision level=Point-supervised, Training strategy=Two-stage2025.06 | 18.99 | |
| PointOBB-v3Supervision level=Point, Comparison track=End-to-end2025.02 | 15.84 | |
| PointOBB-v3Epochs=24*, Supervision level=Point-supervised, Training strategy=Teacher-student2025.06 | 15.84 | |
| PointOBBSupervision level=Point, Comparison track=Two-stage2025.02 | 13.8 | |
| PointOBBEpochs=24* + 12, Supervision level=Point-supervised, Training strategy=Teacher-student and two-stage2025.06 | 13.8 |