Visual Explanation on Food-101
43.57AUC-DAtt. CAM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Att. CAMBackbone=ViT-b162026.03 | 43.57 | 63.05 | 19.48 | 51.52 | 8.39 | 4.02 | |
| SCANBackbone=ViT-b162026.03 | 37.29 | 63.43 | 26.14 | 58.11 | 10.6 | 3.05 | |
| LIMEBackbone=ViT-b162026.03 | 36.61 | 67.86 | 31.25 | 13.9 | 6.66 | 30.96 | |
| Expl.Backbone=ViT-b162026.03 | 36.56 | 61.64 | 25.08 | 87.01 | 9.53 | 0.12 | |
| GradCAMBackbone=ViT-b162026.03 | 36.5 | 55.82 | 19.31 | 48.09 | 7.96 | 3.81 | |
| Part. LRPBackbone=ViT-b162026.03 | 33.5 | 56.99 | 23.49 | 69.71 | 11.53 | 0.81 | |
| Raw Attn.Backbone=ViT-b162026.03 | 29.74 | 53.12 | 23.38 | 45.35 | 8.62 | 4.01 | |
| RISEBackbone=ViT-b162026.03 | 26.39 | 62.14 | 35.75 | 13.7 | 7.62 | 28.34 | |
| RolloutBackbone=ViT-b162026.03 | 21.37 | 51.72 | 30.35 | 26.26 | 7.33 | 12.93 | |
| LRPBackbone=ViT-b162026.03 | 0.35 | 39.9 | 39.55 | 25.44 | 3.31 | 26.2 |