Oriented Object Detection on DOTA v2.0 (test)
60.72AP50RHINO
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RHINOBackbone=Swin-T2023.05 | 60.72 | 79.74 | 58.79 | 48.13 | 67.12 | 57.21 | 59.11 | 69.48 | 83.54 | 65.14 | 74.05 | 47.93 | 60.49 | 58.43 | 63.25 | 55.59 | 48.49 | |
| RHINOBackbone=R-502023.05 | 59.26 | 79.32 | 58.33 | 46.06 | 65.79 | 57.25 | 58.38 | 68.53 | 80.46 | 63.27 | 73.01 | 48.69 | 57.8 | 56.21 | 60.04 | 59.06 | 42.7 | |
| RoI Trans. w/ [43]Backbone=ViT-G12×4 (MAE)2023.05 | 58.69 | 80.12 | 54.12 | 50.07 | 65.68 | 43.98 | 60.07 | 67.85 | 79.11 | 64.38 | 60.56 | 45.98 | 58.26 | 58.31 | 64.82 | 69.84 | 32.78 | |
| DCFLBackbone=ReR-1012023.05 | 57.66 | 79.49 | 55.97 | 50.15 | 61.59 | 49 | 55.33 | 59.31 | 81.18 | 66.52 | 60.06 | 52.87 | 56.71 | 57.83 | 58.13 | 60.35 | 35.66 | |
| DCFLBackbone=R-502023.05 | 55.08 | 78.3 | 53.03 | 44.24 | 60.17 | 48.56 | 55.42 | 58.66 | 78.29 | 60.89 | 65.93 | 43.54 | 55.82 | 53.33 | 60 | 54.76 | 30.9 | |
| Oriented R-CNNBackbone=R-502023.05 | 53.28 | 77.95 | 50.29 | 46.73 | 65.24 | 42.61 | 54.56 | 60.02 | 79.08 | 61.69 | 59.42 | 42.26 | 56.89 | 51.11 | 56.16 | 59.33 | 25.81 | |
| Roi Trans.Backbone=R-502023.05 | 52.81 | 71.81 | 48.39 | 45.88 | 64.02 | 42.09 | 54.39 | 59.92 | 82.7 | 63.29 | 58.71 | 41.04 | 52.82 | 53.32 | 56.18 | 57.94 | 25.71 | |
| R3Det w/ KLDBackbone=R-502023.05 | 50.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — |