Object Detection on MS-COCO (Ins/Del/OA Metrics)
92.2Insertion ScoreVX-CODE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VX-CODEBase Detector=Faster R-CNN, r=1, Number of detection instances=1,000, Predicted class score threshold=> 0.72024.12 | 92.2 | 2.5 | 89.7 | |
| VX-CODEDetector=Faster R-CNN2024.12 | 91.2 | 7 | 84.2 | |
| VPSDetector=DETR2024.12 | 90.8 | 8.8 | 82 | |
| VPSDetector=Faster R-CNN2024.12 | 90.1 | 12 | 78.1 | |
| VX-CODEDetector=DETR2024.12 | 90 | 5.8 | 84.2 | |
| SSGrad-CAM++Base Detector=Faster R-CNN, Number of detection instances=1,000, Predicted class score threshold=> 0.72024.12 | 89.8 | 6 | 83.8 | |
| ODAMBase Detector=Faster R-CNN, Number of detection instances=1,000, Predicted class score threshold=> 0.72024.12 | 86.6 | 7.7 | 78.9 | |
| D-RISEBase Detector=Faster R-CNN, Number of detection instances=1,000, Predicted class score threshold=> 0.72024.12 | 86.4 | 8.9 | 77.5 | |
| Grad-CAM++Base Detector=Faster R-CNN, Number of detection instances=1,000, Predicted class score threshold=> 0.72024.12 | 83.7 | 11.5 | 72.2 | |
| SSGrad-CAMBase Detector=Faster R-CNN, Number of detection instances=1,000, Predicted class score threshold=> 0.72024.12 | 81.9 | 7.8 | 74.1 | |
| Grad-CAMBase Detector=Faster R-CNN, Number of detection instances=1,000, Predicted class score threshold=> 0.72024.12 | 62.7 | 23.4 | 39.3 |