Vessel Segmentation on CAXF (test)
89.68DSCVasoMIM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VasoMIMPre-training Data=XA-170K2026.02 | 89.68 | 92.57 | |
| VasoMIM-v1Pre-training Data=XA-170K2026.02 | 89.36 | 92.19 | |
| DeblurringMIMPre-training Data=XA-170K2026.02 | 89.28 | 91.91 | |
| MAEPre-training Data=XA-170K2026.02 | 89.2 | 91.8 | |
| AMTPre-training Data=XA-170K2026.02 | 89.15 | 91.77 | |
| DINOv3Pre-training Data=LVD-1698M2026.02 | 89.13 | 92.27 | |
| HPMPre-training Data=XA-170K2026.02 | 88.86 | 91.48 | |
| RAD-DINOPre-training Data=LVD-142M & CXR-838K2026.02 | 88.76 | 91.66 | |
| CheXWorldPre-training Data=XA-170K2026.02 | 88.52 | 90.87 | |
| LocalMIMPre-training Data=XA-170K2026.02 | 88.44 | 90.87 | |
| MedDINOv3Pre-training Data=LVD-1698M & CT-3M2026.02 | 88.43 | 90.96 | |
| I-JEPAPre-training Data=XA-170K2026.02 | 88.05 | 90.09 | |
| SimMIMPre-training Data=XA-170K2026.02 | 88.02 | 90.47 | |
| TransUNetPre-training Data=-2026.02 | 87.9 | 90.98 | |
| MoCo v3Pre-training Data=XA-170K2026.02 | 87.2 | 89.27 | |
| DINOPre-training Data=XA-170K2026.02 | 87.07 | 89.32 | |
| iBOTPre-training Data=XA-170K2026.02 | 86.5 | 88.89 | |
| VM-UNetPre-training Data=-2026.02 | 86.14 | 90.11 | |
| LVM-MedPre-training Data=Medical-1.3M2026.02 | 85.21 | 87.63 | |
| RWKV-UNetPre-training Data=-2026.02 | 83.96 | 88.02 | |
| Model GenesisPre-training Data=XA-170K2026.02 | 83.74 | 85.49 | |
| FrepaPre-training Data=XA-170K2026.02 | 82.88 | 84.79 | |
| UNetPre-training Data=-2026.02 | 82.76 | 84.95 | |
| Frangi FilterPre-training Data=-2026.02 | 64.01 | 65.73 |