Visual Explanation on Caltech-UCSD Birds-200 2011
77.8AUC-DSCAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SCANBackbone=ViT-b162026.03 | 77.8 | 83.53 | 5.73 | 11.36 | 4.43 | 31.62 | |
| RolloutBackbone=ViT-b162026.03 | 77.54 | 81.28 | 3.74 | 11.67 | 3.89 | 24.91 | |
| Expl.Backbone=ViT-b162026.03 | 76.17 | 81.9 | 5.73 | 68.81 | 7 | 2.11 | |
| Att. CAMBackbone=ViT-b162026.03 | 75.24 | 81.09 | 5.85 | 19.98 | 4.7 | 19.39 | |
| LIMEBackbone=ViT-b162026.03 | 64.89 | 77.48 | 12.59 | 4.58 | 2.98 | 45.04 | |
| RISEBackbone=ViT-b162026.03 | 47.8 | 72.72 | 24.92 | 8.62 | 4.37 | 38.69 | |
| GradCAMBackbone=ViT-b162026.03 | 35.39 | 59.67 | 24.29 | 26.51 | 5.79 | 12.13 | |
| Part. LRPBackbone=ViT-b162026.03 | 34.71 | 60.47 | 25.76 | 40.44 | 5.97 | 5.61 | |
| Raw Attn.Backbone=ViT-b162026.03 | 14.99 | 48.91 | 33.92 | 20.46 | 4.6 | 14.34 | |
| LRPBackbone=ViT-b162026.03 | 1.18 | 43.07 | 41.89 | 22.41 | 1.88 | 30.63 |