Oriented Object Detection on DOTA 1.5 (val)
67.07mAPSOOD
Evaluation Results
| Method | Links | |
|---|---|---|
| SOODDetector=CFA, Publication=CVPR 20212023.04 | 67.07 | |
| Supervised baseline (CFA)Detector=CFA, Publication=CVPR 20212023.04 | 65.75 | |
| SOODDetector=KLD, Base Architecture=RetinaNet, Publication=NeurIPS 20212023.04 | 64.62 | |
| MCLTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=30%2025.07 | 62.63 | |
| Supervised baseline (KLD)Detector=KLD, Base Architecture=RetinaNet, Publication=NeurIPS 20212023.04 | 62.21 | |
| PWOODTask=PWOOD (ours), Annotation Type=w/ Partial HBox, Partial Annotation Ratio=30%2025.07 | 61.58 | |
| SOOD++Task=SOOD (w/ Partial RBox), Partial Annotation Ratio=30%2025.07 | 61.51 | |
| Vanilla BaselineTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=30%2025.07 | 61 | |
| MCLTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=20%2025.07 | 59.63 | |
| PWOODTask=PWOOD (ours), Annotation Type=w/ Partial HBox, Partial Annotation Ratio=20%2025.07 | 59.36 | |
| SOODTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=30%2025.07 | 59.23 | |
| ARSLTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=30%2025.07 | 59.02 | |
| Vanilla BaselineTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=20%2025.07 | 58.28 | |
| PseCoTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=30%2025.07 | 58.03 | |
| Dense TeacherTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=30%2025.07 | 57.86 | |
| SOOD++Task=SOOD (w/ Partial RBox), Partial Annotation Ratio=20%2025.07 | 57.44 | |
| SOODTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=20%2025.07 | 55.58 | |
| ARSLTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=20%2025.07 | 55.34 | |
| PseCoTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=20%2025.07 | 55.28 | |
| H2RBox-v2Task=WOOD, Partial Annotation Ratio=30%2025.07 | 55.19 | |
| Dense TeacherTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=20%2025.07 | 53.93 | |
| PWOODTask=PWOOD (ours), Annotation Type=w/ Partial HBox, Partial Annotation Ratio=10%2025.07 | 52.87 | |
| MCLTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=10%2025.07 | 52.61 | |
| SOOD++Task=SOOD (w/ Partial RBox), Partial Annotation Ratio=10%2025.07 | 50.48 | |
| Vanilla BaselineTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=10%2025.07 | 49.53 | |
| H2RBox-v2Task=WOOD, Partial Annotation Ratio=20%2025.07 | 49.01 | |
| SOODTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=10%2025.07 | 48.63 | |
| ARSLTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=10%2025.07 | 48.17 | |
| PseCoTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=10%2025.07 | 48.04 | |
| Dense TeacherTask=SOOD (w/ Partial RBox), Partial Annotation Ratio=10%2025.07 | 46.9 | |
| PWOODTask=PWOOD (ours), Annotation Type=w/ Partial Point, Partial Annotation Ratio=30%2025.07 | 43.02 | |
| H2RBox-v2Task=WOOD, Partial Annotation Ratio=10%2025.07 | 42.19 | |
| PWOODTask=PWOOD (ours), Annotation Type=w/ Partial Point, Partial Annotation Ratio=20%2025.07 | 41.54 | |
| Point2RBox-v2Task=WOOD, Partial Annotation Ratio=30%2025.07 | 38.3 | |
| Point2RBox-v2Task=WOOD, Partial Annotation Ratio=20%2025.07 | 36.03 | |
| PWOODTask=PWOOD (ours), Annotation Type=w/ Partial Point, Partial Annotation Ratio=10%2025.07 | 35.33 | |
| Point2RBox-v2Task=WOOD, Partial Annotation Ratio=10%2025.07 | 32.69 |