Faithfulness of identified regions on PASCAL VOC
89InsertionSSGrad-CAM++
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SSGrad-CAM++Object detector=Faster R-CNN2024.12 | 89 | 14 | 75 | |
| SSGrad-CAMObject detector=Faster R-CNN2024.12 | 86.2 | 14.3 | 71.9 | |
| VX-CODEObject detector=Faster R-CNN, r=32024.12 | 85 | 6.3 | 78.7 | |
| ODAMObject detector=Faster R-CNN2024.12 | 84.9 | 14.4 | 70.5 | |
| VX-CODEObject detector=DETR, r=12024.12 | 84.1 | 7.3 | 76.8 | |
| VX-CODEObject detector=Faster R-CNN, r=22024.12 | 84.1 | 6.6 | 77.5 | |
| VX-CODEObject detector=DETR, r=32024.12 | 83.8 | 6.7 | 77.1 | |
| VX-CODEObject detector=DETR, r=22024.12 | 83.5 | 6.9 | 76.6 | |
| VX-CODEObject detector=Faster R-CNN, r=12024.12 | 82.7 | 6.7 | 76 | |
| Grad-CAM++Object detector=Faster R-CNN2024.12 | 82.3 | 18.8 | 62.4 | |
| SSGrad-CAM++Object detector=DETR2024.12 | 81.3 | 16.6 | 64.7 | |
| D-RISEObject detector=Faster R-CNN2024.12 | 78.3 | 20.6 | 57.7 | |
| Grad-CAM++Object detector=DETR2024.12 | 76.6 | 18.5 | 58.1 | |
| D-RISEObject detector=DETR2024.12 | 70.4 | 18.1 | 52.3 | |
| Grad-CAMObject detector=Faster R-CNN2024.12 | 68.4 | 27.6 | 40.8 | |
| SSGrad-CAMObject detector=DETR2024.12 | 66 | 17 | 48.3 | |
| Grad-CAMObject detector=DETR2024.12 | 61 | 23.6 | 37.4 | |
| ODAMObject detector=DETR2024.12 | 58.1 | 19.9 | 38.3 |