Object Detection on UCAS-AOD
94.97AP (Car)SCRDet++
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SCRDet++2020.10 | 94.97 | 98.93 | — | — | 96.95 | |
| PolarDet2020.10 | 94.96 | 99.08 | — | — | 97.02 | |
| R3Det2020.10 | 94.14 | 98.2 | — | — | 96.17 | |
| RetinaNet-H2020.10 | 93.6 | 97.34 | — | — | 95.47 | |
| FADet2020.10 | 92.72 | 98.69 | — | — | 95.71 | |
| S2ARN2020.10 | 92.2 | 97.6 | — | — | 94.9 | |
| CFC-Netfeature maps=P3-P7, input size=800x8002021.01 | 89.29 | 88.69 | — | — | 89.49 | |
| Baseline+DAL2020.12 | 89.25 | 90.49 | 89.87 | 74.3 | — | |
| RIDet-OBox Representation=Oriented2021.03 | 88.88 | 90.35 | — | — | 89.62 | |
| RIDet-QBox Representation=Quadrilateral2021.03 | 88.5 | 89.96 | — | — | 89.23 | |
| RoI Trans.2021.01 | 88.02 | 90.02 | — | — | 89.02 | |
| RoI Transformer2020.12 | 87.99 | 89.9 | 88.95 | 50.54 | — | |
| RoI Transformer2021.03 | 87.99 | 89.9 | — | — | 88.95 | |
| FR-O2020.12 | 86.87 | 89.86 | 88.36 | 47.08 | — | |
| FR-O2021.03 | 86.87 | 89.86 | — | — | 88.36 | |
| FR-O2021.01 | 86.87 | 89.86 | — | — | 88.36 | |
| DRBox2020.10 | 85 | 94.9 | — | — | 89.95 | |
| Baseline2020.12 | 84.64 | 90.51 | 87.57 | 39.15 | — | |
| RetinaNet2021.03 | 84.64 | 90.51 | — | — | 87.57 | |
| R-RetinaNet2021.01 | 84.64 | 90.51 | — | — | 87.57 | |
| R-DFPN2020.10 | 82.5 | 95.9 | — | — | 89.2 | |
| YOLOv22020.10 | 79.2 | 96.6 | — | — | 87.9 | |
| YOLOv32021.03 | 74.63 | 89.52 | — | — | 82.08 | |
| YOLOv32021.01 | 74.63 | 89.52 | — | — | 82.08 | |
| ICN2020.10 | — | — | — | — | 95.67 |