Visual Explanation Generation on Explanation Map Generation Average per image
0.0114Time (s/img)Grad-CAM
Evaluation results
| Method | Links | |
|---|---|---|
| Grad-CAMHardware (GPU)=RTX30902025.02 | 0.0114 | |
| raw attentionHardware (GPU)=RTX30902025.02 | 0.0117 | |
| MaskCLIPHardware (GPU)=RTX30902025.02 | 0.0117 | |
| Grad-ECLIPHardware (GPU)=RTX30902025.02 | 0.0165 | |
| GAMEHardware (GPU)=RTX30902025.02 | 0.0228 | |
| RolloutHardware (GPU)=RTX30902025.02 | 0.0298 | |
| M2IBHardware (GPU)=RTX30902025.02 | 0.5781 | |
| CLIPSurgeryHardware (GPU)=RTX30902025.02 | 2.9423 | |
| RISEHardware (GPU)=RTX30902025.02 | 6.2376 |