Few-shot learning on MedFMC-ChestDR (test)
0.764AUROCCheXWorld
Evaluation results
| Method | Links | |
|---|---|---|
| CheXWorldShots=10-shot2025.04 | 0.764 | |
| MAEShots=10-shot2025.04 | 0.7526 | |
| CheXWorldShots=5-shot2025.04 | 0.7519 | |
| SimMIMShots=10-shot2025.04 | 0.7442 | |
| MAEShots=5-shot2025.04 | 0.7403 | |
| SimMIMShots=5-shot2025.04 | 0.7214 | |
| Adam-v2Shots=10-shot2025.04 | 0.7067 | |
| Adam-v2Shots=5-shot2025.04 | 0.7028 | |
| LVM-MedShots=10-shot2025.04 | 0.6744 | |
| LVM-MedShots=5-shot2025.04 | 0.6695 | |
| CheXWorldShots=1-shot2025.04 | 0.646 | |
| MAEShots=1-shot2025.04 | 0.6131 | |
| SimMIMShots=1-shot2025.04 | 0.6064 | |
| Adam-v2Shots=1-shot2025.04 | 0.5916 | |
| LVM-MedShots=1-shot2025.04 | 0.5755 |