Anomaly Localization on Endo
0.966AUROCAdaCLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AdaCLIPevaluation_mode=zero-shot, auxiliary_medical_data_training=true2026.01 | 0.966 | 0.801 | |
| AnomalyVFMevaluation_mode=zero-shot, auxiliary_medical_data_training=false2026.01 | 0.922 | 0.644 | |
| AACLIPevaluation_mode=zero-shot, auxiliary_medical_data_training=false2026.01 | 0.902 | 0.597 | |
| Bayes-PFLevaluation_mode=zero-shot, auxiliary_medical_data_training=false2026.01 | 0.892 | 0.579 | |
| FAPromptevaluation_mode=zero-shot, auxiliary_medical_data_training=false2026.01 | 0.864 | 0.527 | |
| AnomalyCLIPevaluation_mode=zero-shot, auxiliary_medical_data_training=false2026.01 | 0.842 | 0.503 | |
| SAAevaluation_mode=zero-shot, auxiliary_medical_data_training=false2026.01 | 0.794 | 0.516 | |
| WinCLIPevaluation_mode=zero-shot, auxiliary_medical_data_training=false2026.01 | 0.437 | 0.253 |