Concept Attribution on Broden
99.23TCAV ScoreLG-CAV (GA + CE + DSR)
Evaluation Results
| Method | Links | |
|---|---|---|
| LG-CAV (GA + CE + DSR)Target Backbone=VGG-132024.10 | 99.23 | |
| LG-CAV (GA + CE + DSR)Target Backbone=Dense-1692024.10 | 99.03 | |
| LG-CAV (GA + CE + DSR)Target Backbone=Res-342024.10 | 98.46 | |
| LG-CAV (GA + CE + DSR)Target Backbone=Dense-1212024.10 | 98.28 | |
| LG-CAV (GA + CE + DSR)Target Backbone=Res-502024.10 | 98.24 | |
| LG-CAV (GA + CE + DSR)Target Backbone=VGG-192024.10 | 97.69 | |
| LG-CAV (GA + CE + DSR)Target Backbone=Res-182024.10 | 96.15 | |
| LG-CAV (GA + CE + DSR)Target Backbone=ViT-B2024.10 | 94.62 | |
| LG-CAV (GA + CE + DSR)Target Backbone=ViT-L2024.10 | 93.85 | |
| Original CAVTarget Backbone=Dense-1692024.10 | 90 | |
| Original CAVTarget Backbone=VGG-132024.10 | 88.46 | |
| Original CAVTarget Backbone=VGG-192024.10 | 86.15 | |
| Original CAVTarget Backbone=Res-502024.10 | 83.85 | |
| Original CAVTarget Backbone=ViT-L2024.10 | 83.85 | |
| Original CAVTarget Backbone=Dense-1212024.10 | 83.08 | |
| Original CAVTarget Backbone=Res-342024.10 | 82.31 | |
| Original CAVTarget Backbone=ViT-B2024.10 | 81.54 | |
| Original CAVTarget Backbone=Res-182024.10 | 76.15 |