Lesion Segmentation on Colon Cancer
69.65Dice ScoreSegVol
Evaluation results
| Method | Links | |
|---|---|---|
| SegVol2023.11 | 69.65 | |
| System IIPre-Train=Yes, Labels=82025.06 | 65.1 | |
| System IIPre-Train=Yes, Labels=162025.06 | 64.7 | |
| System IIPre-Train=Yes, Labels=122025.06 | 63.3 | |
| CLIPPre-Train=Yes, Labels=>1002025.06 | 63.1 | |
| USegPre-Train=Yes, Labels=>1002025.06 | 61.5 | |
| UNetPre-Train=No, Labels=>1002025.06 | 55.2 | |
| UNetPre-Train=Yes, Labels=>1002025.06 | 53.9 | |
| Dv2Pre-Train=Yes, Labels=>1002025.06 | 53.4 | |
| USegPre-Train=Yes, Labels=162025.06 | 42.9 | |
| UNetPre-Train=Yes, Labels=162025.06 | 41.7 | |
| UNetPre-Train=No, Labels=162025.06 | 40.9 | |
| USegPre-Train=Yes, Labels=122025.06 | 40.5 | |
| Dv2Pre-Train=Yes, Labels=162025.06 | 39.2 | |
| USegPre-Train=Yes, Labels=82025.06 | 39.1 | |
| nnU-Net2023.11 | 37.69 | |
| Dv2Pre-Train=Yes, Labels=122025.06 | 37 | |
| Dv2Pre-Train=Yes, Labels=82025.06 | 36.1 | |
| UNetPre-Train=Yes, Labels=82025.06 | 34.8 | |
| UNetPre-Train=Yes, Labels=122025.06 | 32.4 | |
| UNetPre-Train=No, Labels=122025.06 | 30.1 | |
| UNetPre-Train=No, Labels=82025.06 | 28.3 |