Pulmonary Disease Classification on RSNA PE
93.82AUCKnowledge Distillation (KD)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Knowledge Distillation (KD)Strategy=KD, Fusion=Stacking2026.05 | 93.82 | 87.33 | 88.24 | 82.03 | 76.64 | |
| Supervised Learning (SL)Strategy=SL2026.05 | 86.89 | 78.51 | 84.7 | 64.86 | 52.55 | |
| GLINT-CTEvaluation protocol=Downstream task evaluation (task-specific heads trained)2026.06 | 70.2 | — | — | — | — | |
| COLIPRIEvaluation protocol=Downstream task evaluation (task-specific heads trained)2026.06 | 67.5 | — | — | — | — | |
| fVLMEvaluation protocol=Downstream task evaluation (task-specific heads trained)2026.06 | 64.4 | — | — | — | — | |
| V-JEPA 2.1Evaluation protocol=Downstream task evaluation (task-specific heads trained)2026.06 | 63.1 | — | — | — | — | |
| ViSD-BoostEvaluation protocol=Downstream task evaluation (task-specific heads trained)2026.06 | 60.4 | — | — | — | — | |
| CT-CLIPEvaluation protocol=Downstream task evaluation (task-specific heads trained)2026.06 | 59.8 | — | — | — | — |