Concept Prediction on Fitzpatrick17k subset Dc (test)
80.45AUCevi-CEM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| evi-CEMSupervision=Complete concept supervision, Backbone=ResNet-34, VLMs involved=false2024.06 | 80.45 | 90.33 | 64.99 | |
| ProbCBMSupervision=Complete concept supervision, Backbone=ResNet-34, VLMs involved=false2024.06 | 74.6 | 88.49 | 57.01 | |
| CEMSupervision=Complete concept supervision, Backbone=ResNet-34, VLMs involved=false2024.06 | 71 | 78.96 | 54.95 | |
| CBMSupervision=Complete concept supervision, Backbone=ResNet-34, VLMs involved=false2024.06 | 69.15 | 78.42 | 54.46 |