Oriented Object Detection on DroneVehicle (test)
90.2AP (Car)C²Former-S²ANet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| C²Former-S²ANetModality=RGB+IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 90.2 | 68.3 | 64.4 | 89.8 | 58.5 | 74.2 | |
| Halfway FusionModality=RGB+IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 90.1 | 62.3 | 58.5 | 89.1 | 49.8 | 70 | |
| CIANModality=RGB+IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 90.1 | 63.8 | 60.7 | 89.1 | 50.3 | 70.8 | |
| MBNetModality=RGB+IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 90.1 | 64.4 | 62.4 | 88.8 | 53.6 | 71.9 | |
| AR-CNNModality=RGB+IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 90.1 | 64.8 | 62.1 | 89.4 | 51.5 | 71.6 | |
| ReDetModality=IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 90 | 61.5 | 55.6 | 89.5 | 46.6 | 68.6 | |
| S²A-NetModality=RGB+IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 90 | 64.5 | 61.7 | 88.2 | 53.2 | 71.5 | |
| S²A-NetModality=IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 89.9 | 54.5 | 55.8 | 88.9 | 48.4 | 67.5 | |
| TSFADetModality=RGB+IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 89.9 | 67.9 | 63.7 | 89.8 | 54 | 73.1 | |
| Oriented R-CNNModality=IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 89.8 | 57.4 | 53.1 | 89.3 | 45.4 | 67 | |
| R³DetModality=IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 89.5 | 48.3 | 16.6 | 87.1 | 39.9 | 62.3 | |
| Faster R-CNNModality=IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 89.4 | 53.5 | 48.3 | 87 | 42.6 | 64.2 | |
| RetinaNetModality=IR, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 89.3 | 38.2 | 40 | 79 | 32.1 | 55.7 | |
| ReDetModality=RGB, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 80.3 | 56.1 | 42.7 | 80.2 | 44.4 | 60.8 | |
| Oriented R-CNNModality=RGB, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 80.1 | 53.8 | 41.6 | 85.4 | 43.3 | 60.8 | |
| S²A-NetModality=RGB, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 80 | 54.2 | 42.2 | 84.9 | 43.8 | 61 | |
| R³DetModality=RGB, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 79.3 | 42.2 | 24.5 | 76 | 28.5 | 50.1 | |
| Faster R-CNNModality=RGB, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 79 | 49 | 37.2 | 77 | 37 | 55.9 | |
| RetinaNetModality=RGB, Backbone=ResNet50-FPN, Detection Head Type=OBB2023.06 | 78.8 | 39.9 | 19.5 | 67.3 | 24.9 | 46.1 |