Visual Explanation Evaluation on Cityscapes
23.49Instance Class AccuracyEIVE
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| EIVEDetectors=Deformable-DETR2026.06 | 23.49 | 15.58 | 55.89 | 8.43 | 0.9976 | 0.8591 | 0.5878 | 0.3677 | |
| D-RISEDetectors=Deformable-DETR2026.06 | 17.07 | 14.22 | 27.32 | 8.02 | 0.4578 | 0.0105 | 16.0226 | 16.0041 | |
| ODAMDetectors=Deformable-DETR2026.06 | 13.94 | 15.27 | 33.15 | 8.46 | 0.648 | 0.1327 | 10.1142 | 0.5366 | |
| VPSDetectors=Deformable-DETR2026.06 | 8.74 | 16.3 | 9.31 | 10.11 | 0.0962 | 0.0495 | 15.9661 | 238.4136 | |
| EIVEDetectors=DETR2026.06 | 1.09 | 83.82 | 3.98 | 72.87 | 0.7797 | 0.638 | 0.862 | 0.3381 | |
| VPSDetectors=DETR2026.06 | 1.08 | 95.95 | 2.48 | 89.79 | 0.0602 | 0.0333 | 18.0412 | 131.6346 | |
| GradCAM++Detectors=Deformable-DETR2026.06 | 0.84 | 21.66 | 0.73 | 13.87 | 0.0269 | 0.0157 | 18.315 | 0.5353 | |
| ODAMDetectors=DETR2026.06 | 0.71 | 87.62 | 2.9 | 79.43 | 0.5785 | 0.1224 | 13.2816 | 0.4511 | |
| GradCAMDetectors=Deformable-DETR2026.06 | 0.62 | 21.23 | 0.57 | 13.59 | 0.0189 | 0.0107 | 18.271 | 0.5287 | |
| GradCAM++Detectors=DETR2026.06 | 0.45 | 98.66 | 1.58 | 97.26 | 0.0575 | 0.0271 | 16.0615 | 0.4403 | |
| D-RISEDetectors=DETR2026.06 | 0.29 | 89.79 | 1.75 | 80.33 | 0.3997 | 0.0096 | 17.3673 | 6.6986 | |
| GradCAMDetectors=DETR2026.06 | 0.18 | 99.74 | 1.14 | 98.08 | 0.0493 | 0.0207 | 16.6288 | 0.4378 |