Medical Image Segmentation on Pancreas-CT (10% labeled data (6 samples))
82.52DiceTCSeg (maximum)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TCSeg (maximum)Protocol=best2026.05 | 82.52 | — | — | — | |
| TCSeg (median)Protocol=best2026.05 | 82.22 | — | — | — | |
| CC-NetProtocol=best2026.05 | 81.93 | — | — | — | |
| TCSeg (maximum)Protocol=last2026.05 | 81.2 | — | — | — | |
| TCSeg (median)Protocol=last2026.05 | 81.08 | — | — | — | |
| BCSIlabeled_ratio=10%2026.01 | 80.41 | 67.7 | 6.33 | 1.32 | |
| TraCoCoProtocol=last2026.05 | 79.22 | — | — | — | |
| VerSemiProtocol=best2026.05 | 78.62 | — | — | — | |
| UnColabeled_ratio=10%2026.01 | 78.53 | 65.2 | 7.36 | 1.33 | |
| Co-BioNetProtocol=best2026.05 | 77.89 | — | — | — | |
| BOA-Net2026.05 | 76.06 | — | — | — | |
| MLRPlabeled_ratio=10%2026.01 | 75.93 | 62.12 | 9.07 | 1.54 | |
| MRPLProtocol=best2026.05 | 75.93 | — | — | — | |
| BCPlabeled_ratio=10%2026.01 | 75.17 | 60.99 | 10.49 | 2.32 | |
| URPCProtocol=best2026.05 | 74.89 | — | — | — | |
| MC-Net+Protocol=best2026.05 | 74.01 | — | — | — | |
| URPClabeled_ratio=10%2026.01 | 73.53 | 59.44 | 22.57 | 7.85 | |
| CauSSLProtocol=last2026.05 | 72.89 | — | — | — | |
| SKCDFlabeled_ratio=10%2026.01 | 70.71 | 56.48 | 19.84 | 1.37 | |
| SC-SSLProtocol=best2026.05 | 70.09 | — | — | — | |
| MC-Net+labeled_ratio=10%2026.01 | 70 | 55.66 | 16.03 | 3.87 | |
| MC-Netlabeled_ratio=10%2026.01 | 69.07 | 54.36 | 14.53 | 2.28 | |
| BaPCProtocol=best2026.05 | 68.64 | — | — | — | |
| MCFlabeled_ratio=10%2026.01 | 67.71 | 53.83 | 17.17 | 2.34 | |
| DTClabeled_ratio=10%2026.01 | 66.58 | 51.79 | 15.46 | 4.16 | |
| UAMTlabeled_ratio=10%2026.01 | 66.44 | 52.02 | 17.04 | 3.03 | |
| BS-Netlabeled_ratio=10%2026.01 | 64.61 | 50.02 | 24.74 | 5.28 | |
| VNetlabeled_ratio=10%2026.01 | 54.94 | 40.87 | 47.48 | 17.43 |