Oriented Object Detection on DIOR-R (Comprehensive Metrics)
72.19APLTLF
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TLFBackbone=ConvNeXt-T2024.07 | 72.19 | 52.12 | 80.44 | 90.11 | 47.91 | 80.56 | 36.02 | 73.87 | 88.11 | 79.29 | 83.84 | 45.96 | 62.21 | 81.27 | 82.87 | 70.04 | 89.51 | 64.66 | 50.14 | 66.4 | 69.87 | |
| TLFBackbone=R-502024.07 | 71.74 | 40.87 | 79.29 | 89.65 | 42.94 | 72.63 | 34.5 | 68.72 | 79.58 | 71.78 | 83.03 | 41.92 | 57.64 | 81.29 | 79.87 | 62.62 | 89.45 | 56.61 | 48.83 | 65.57 | 65.93 | |
| DODetBackbone=R-502024.07 | 63.4 | 43.35 | 72.11 | 81.32 | 43.12 | 72.59 | 33.32 | 78.77 | 70.84 | 74.15 | 75.47 | 48 | 59.31 | 85.41 | 74.04 | 71.56 | 81.52 | 55.47 | 51.86 | 66.4 | 65.1 | |
| Gliding VertexBackbone=R-502024.07 | 63.35 | 28.87 | 74.96 | 81.33 | 33.88 | 74.31 | 19.58 | 70.72 | 64.7 | 72.3 | 78.68 | 37.22 | 49.64 | 80.22 | 69.26 | 61.13 | 81.49 | 44.76 | 47.71 | 65.04 | 60.06 | |
| RoI TransBackbone=R-502024.07 | 63.34 | 37.88 | 71.78 | 87.53 | 40.68 | 72.6 | 26.86 | 78.71 | 68.09 | 68.96 | 82.74 | 47.71 | 55.61 | 81.21 | 78.23 | 70.26 | 81.61 | 54.86 | 43.27 | 65.52 | 63.87 | |
| QPDetBackbone=R-502024.07 | 63.22 | 41.39 | 71.97 | 88.55 | 41.23 | 72.63 | 28.82 | 78.9 | 69 | 70.07 | 83.01 | 47.83 | 55.54 | 81.23 | 72.15 | 62.66 | 89.05 | 58.09 | 43.38 | 65.36 | 64.2 | |
| FR-OBackbone=R-502024.07 | 62.79 | 26.8 | 71.72 | 80.91 | 34.2 | 72.57 | 18.95 | 66.45 | 65.75 | 66.63 | 79.24 | 34.95 | 48.79 | 81.14 | 64.34 | 71.21 | 81.44 | 47.31 | 50.46 | 65.21 | 59.54 | |
| AOPGBackbone=R-502024.07 | 62.39 | 37.79 | 71.62 | 87.63 | 40.9 | 72.47 | 31.08 | 65.42 | 77.99 | 73.2 | 81.94 | 42.32 | 54.45 | 81.17 | 72.69 | 71.31 | 81.49 | 60.04 | 52.38 | 69.99 | 64.41 | |
| RetinaNet-OBackbone=R-502024.07 | 61.49 | 28.52 | 73.57 | 81.17 | 23.98 | 72.54 | 19.94 | 72.39 | 58.2 | 69.25 | 79.54 | 32.14 | 44.87 | 77.71 | 67.57 | 61.09 | 81.46 | 47.33 | 38.01 | 60.24 | 57.55 |