Visual Explanation Faithfulness on MS-COCO Misclassification failure cases (test)
73.8Insertion (Ins)VX-CODE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VX-CODEr=32024.12 | 73.8 | 16.8 | |
| VX-CODEr=22024.12 | 72.6 | 17.4 | |
| VX-CODEr=12024.12 | 70.7 | 17.7 | |
| SSGrad-CAM++2024.12 | 64.7 | 22 | |
| D-RISE2024.12 | 62.7 | 25.6 | |
| Grad-CAM++2024.12 | 57.1 | 26.6 | |
| SSGrad-CAM2024.12 | 47.3 | 24.9 | |
| Grad-CAM2024.12 | 46.3 | 28.6 | |
| ODAM2024.12 | 41.3 | 24.3 |