Classification on VinDr-CXR (test)
95.24AUROCCheXWorld
Evaluation results
| Method | Links | |
|---|---|---|
| CheXWorldPre-train Data=X-rays (0.5M), Backbone=ViT-B2025.04 | 95.24 | |
| Rad-DINOPre-train Data=LVD (142M) & X-rays (public+private), Backbone=ViT-B2025.04 | 95.16 | |
| SimMIMPre-train Data=IN-21k (12M) & X-rays (0.9M), Backbone=Swin-B2025.04 | 92.81 | |
| MAEPre-train Data=X-rays (0.5M), Backbone=ViT-B2025.04 | 92.76 | |
| Adam-v2Pre-train Data=IN-21k (12M) & X-rays (0.9M), Backbone=ConvNeXt-B2025.04 | 91.46 | |
| LVM-MedPre-train Data=Medical (1.3M), Backbone=ViT-B2025.04 | 88.22 | |
| MoCo-v3Pre-train Data=IN-1k (1.3M), Backbone=ViT-B2025.04 | 87.25 | |
| BEITPre-train Data=IN-21k (12M), Backbone=ViT-B2025.04 | 85.93 | |
| DINOPre-train Data=IN-1k (1.3M), Backbone=ViT-B2025.04 | 82.89 | |
| ScratchPre-train Data=-, Backbone=ViT-B2025.04 | 70.22 |