Object Detection Explanation Faithfulness on COCO 100 detected instances
93.3Insertion Score (Ins)VX-CODE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VX-CODEDetector=RetinaNet2024.12 | 93.3 | 33.1 | 60.2 | |
| SSGrad-CAM++Detector=RetinaNet2024.12 | 93.2 | 34.8 | 58.4 | |
| ODAMDetector=RetinaNet2024.12 | 92.9 | 35.4 | 57.5 | |
| SSGrad-CAMDetector=RetinaNet2024.12 | 92.4 | 36.9 | 55.5 | |
| Grad-CAM++Detector=RetinaNet2024.12 | 89.9 | 40.7 | 49.2 | |
| Grad-CAMDetector=RetinaNet2024.12 | 89 | 42 | 47 | |
| DRISEDetector=RetinaNet2024.12 | 82.5 | 43.3 | 39.2 |