Concept Detection on BrEaST (test)
78.88Concept AccuracyHyperCBM*
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperCBM*Labeled Ratio=1.0, Backbone=ResNet342026.06 | 78.88 | 64.13 | |
| HyperCBMLabeled Ratio=0.6, Backbone=ResNet342026.06 | 77.81 | 62.7 | |
| CEM*Labeled Ratio=1.0, Backbone=ResNet342026.06 | 76.36 | 58.92 | |
| CBM*Labeled Ratio=1.0, Backbone=ResNet342026.06 | 76.3 | 59.08 | |
| HyperCBMLabeled Ratio=0.4, Backbone=ResNet342026.06 | 76.25 | 61.93 | |
| HyperCBMLabeled Ratio=0.8, Backbone=ResNet342026.06 | 76.08 | 57.52 | |
| HyperCBMLabeled Ratio=0.1, Backbone=ResNet342026.06 | 72.49 | 56.66 | |
| HyperCBMLabeled Ratio=0.2, Backbone=ResNet342026.06 | 71.99 | 55.26 | |
| HyperCBMLabeled Ratio=0.01, Backbone=ResNet342026.06 | 64.26 | 53.75 |