Object Detection on VBD-CXR
15.3LaECE0YOLOX-IR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| YOLOX-IRDetector Architecture=YOLOX, Calibration=Isotonic Regression2026.05 | 15.3 | 27.4 | |
| YOLOX-PSDetector Architecture=YOLOX, Calibration=Platt Scaling2026.05 | 15.8 | 28.5 | |
| YOLOX-DEDetector Architecture=YOLOX, Calibration=Deep Ensembles2026.05 | 17.8 | 29.3 | |
| YOLOX-G†Detector Architecture=YOLOX, Calibration=Proposed G†2026.05 | 17.9 | 29.5 | |
| RetinaNet-IRDetector Architecture=RetinaNet, Calibration=Isotonic Regression2026.05 | 18.3 | 30 | |
| RetinaNet-PSDetector Architecture=RetinaNet, Calibration=Platt Scaling2026.05 | 19 | 30.5 | |
| YOLOXDetector Architecture=YOLOX, Calibration=None2026.05 | 20.1 | 35.7 | |
| FRCNN-IRDetector Architecture=Faster R-CNN, Calibration=Isotonic Regression2026.05 | 20.6 | 34.3 | |
| RetinaNet-DEDetector Architecture=RetinaNet, Calibration=Deep Ensembles2026.05 | 21.3 | 32.1 | |
| RetinaNet-G†Detector Architecture=RetinaNet, Calibration=Proposed G†2026.05 | 22.5 | 32.6 | |
| FRCNN-PSDetector Architecture=Faster R-CNN, Calibration=Platt Scaling2026.05 | 24 | 33.9 | |
| RetinaNetDetector Architecture=RetinaNet, Calibration=None2026.05 | 29.1 | 42.1 | |
| FRCNN-G†Detector Architecture=Faster R-CNN, Calibration=Proposed G†2026.05 | 31.3 | 37.2 | |
| FRCNN-DEDetector Architecture=Faster R-CNN, Calibration=Deep Ensembles2026.05 | 34.1 | 39.2 | |
| FRCNNDetector Architecture=Faster R-CNN, Calibration=None2026.05 | 39.9 | 44.5 |