Image Classification on Flowers-102 (accuracy)
99.23AccuracyHybridCBM
Evaluation results
| Method | Links | |
|---|---|---|
| HybridCBMBottleneck type=CBMs with soft concepts, Backbone=ViT2026.07 | 99.23 | |
| PS-CBMBottleneck type=CBMs with soft concepts, Backbone=CNN2026.07 | 97.9 | |
| VLG-CBMBottleneck type=CBMs with soft concepts, Backbone=CNN2026.07 | 97.1 | |
| LaBoBottleneck type=CBMs with soft concepts, Backbone=CNN2026.07 | 96.6 | |
| LF-CBMBottleneck type=CBMs with soft concepts, Backbone=CNN2026.07 | 94.4 | |
| CaBMBottleneck type=Strictly text bottleneck, Protocol=text-only classifier2026.07 | 86.57 |