Hypertension Prediction on Unpaired MRI-fundus-biomarker disjoint-cohort (test)
85.5AUCCGMD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CGMDTeacher backbone=ResNet-34, Student backbone=ResNet-18, Setting=disjoint-cohort2026.03 | 85.5 | 93.7 | 72.8 | 93.3 | 82.6 | |
| KDTeacher backbone=ResNet-34, Student backbone=ResNet-18, Setting=disjoint-cohort2026.03 | 80.3 | 90.5 | 77 | 84.3 | 83.2 | |
| FitNetsTeacher backbone=ResNet-34, Student backbone=ResNet-18, Setting=disjoint-cohort2026.03 | 77.9 | 89.2 | 71.6 | 88.1 | 80.7 | |
| RKDTeacher backbone=ResNet-34, Student backbone=ResNet-18, Setting=disjoint-cohort2026.03 | 75.6 | 88 | 65.1 | 87.1 | 75.2 | |
| SimKDTeacher backbone=ResNet-34, Student backbone=ResNet-18, Setting=disjoint-cohort2026.03 | 73.2 | 86.9 | 70.5 | 78.6 | 76.1 | |
| FDDMTeacher backbone=ResNet-34, Student backbone=ResNet-18, Setting=disjoint-cohort2026.03 | 71.5 | 87.9 | 81.5 | 67.9 | 70.9 |