Vessel Segmentation on XCAV (test)
86.09DSCVasoMIM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VasoMIMPre-training Data=XA-170K2026.02 | 86.09 | 84.12 | — | — | — | |
| VasoMIM-v1Pre-training Data=XA-170K2026.02 | 85.8 | 83.75 | — | — | — | |
| DeblurringMIMPre-training Data=XA-170K2026.02 | 85.38 | 83.1 | — | — | — | |
| HPMPre-training Data=XA-170K2026.02 | 85.19 | 83.13 | — | — | — | |
| AMTPre-training Data=XA-170K2026.02 | 84.98 | 82.58 | — | — | — | |
| RAD-DINOPre-training Data=LVD-142M & CXR-838K2026.02 | 84.88 | 83.29 | — | — | — | |
| MAEPre-training Data=XA-170K2026.02 | 84.84 | 82.58 | — | — | — | |
| SMART#Lab=16/1112026.03 | 84.39 | 83.01 | 89.13 | 86.25 | 81.83 | |
| I-JEPAPre-training Data=XA-170K2026.02 | 84.3 | 81.23 | — | — | — | |
| CheXWorldPre-training Data=XA-170K2026.02 | 83.81 | 80.95 | — | — | — | |
| MoCo v3Pre-training Data=XA-170K2026.02 | 83.75 | 80.79 | — | — | — | |
| MedDINOv3Pre-training Data=LVD-1698M & CT-3M2026.02 | 83.62 | 81.24 | — | — | — | |
| LocalMIMPre-training Data=XA-170K2026.02 | 83.18 | 80.6 | — | — | — | |
| SimMIMPre-training Data=XA-170K2026.02 | 82.77 | 80.22 | — | — | — | |
| DINOv3Pre-training Data=LVD-1698M2026.02 | 82.76 | 80.62 | — | — | — | |
| TransUNetPre-training Data=-2026.02 | 82.49 | 81 | — | — | — | |
| LVM-MedPre-training Data=Medical-1.3M2026.02 | 82.47 | 80.82 | — | — | — | |
| DINOPre-training Data=XA-170K2026.02 | 82.28 | 79.5 | — | — | — | |
| VM-UNetPre-training Data=-2026.02 | 81.42 | 79.02 | — | — | — | |
| RWKV-UNetPre-training Data=-2026.02 | 81.14 | 79.43 | — | — | — | |
| iBOTPre-training Data=XA-170K2026.02 | 80.84 | 77.54 | — | — | — | |
| Model GenesisPre-training Data=XA-170K2026.02 | 79.74 | 76.34 | — | — | — | |
| FrepaPre-training Data=XA-170K2026.02 | 78.28 | 74.67 | — | — | — | |
| UNetPre-training Data=-2026.02 | 78.18 | 74.71 | — | — | — | |
| CPC-SAM#Lab=16/1112026.03 | 77.9 | 79.15 | 81.97 | 98.53 | 72.09 | |
| Denver#Lab=16/1112026.03 | 73.3 | 70.4 | 51.5 | 98.5 | 65.6 | |
| KnowSAM#Lab=16/1112026.03 | 72.76 | 77.08 | 77.67 | 98.07 | 66.77 | |
| UNet#Lab=16/1112026.03 | 70.8 | 69.24 | 60.12 | 97.75 | 66.33 | |
| Frangi FilterPre-training Data=-2026.02 | 58.46 | 57.15 | — | — | — | |
| SAM3#Lab=16/1112026.03 | 42.73 | 34.51 | 30.86 | 98.11 | 35.59 | |
| MedSAM2#Lab=16/1112026.03 | 22.37 | 3.57 | 21.07 | 84.14 | 32.01 |