Medical Image Segmentation on BraTS 2019 (20% labeled data)
86.86Dice CoefficientBCSI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BCSILabeled Data Ratio=20%, Labeled Samples=502026.01 | 86.86 | 77.8 | 7.62 | 1.26 | |
| TraCoCoProtocol=last2026.05 | 86.69 | — | — | — | |
| TraCoCoProtocol=best2026.05 | 86.69 | — | — | — | |
| TCSeg (maximum)Protocol=last2026.05 | 86.68 | — | — | — | |
| TCSeg (maximum)Protocol=best2026.05 | 86.68 | — | — | — | |
| TCSeg (median)Protocol=last2026.05 | 86.47 | — | — | — | |
| TCSeg (median)Protocol=best2026.05 | 86.47 | — | — | — | |
| CDSProtocol=last2026.05 | 86.12 | — | — | — | |
| SFRProtocol=last2026.05 | 86.09 | — | — | — | |
| BOA-Net2026.05 | 85.88 | — | — | — | |
| URPCProtocol=best2026.05 | 85.49 | — | — | — | |
| MLRPLabeled Data Ratio=20%, Labeled Samples=502026.01 | 85.47 | 76.32 | 7.76 | 2 | |
| MRPLProtocol=best2026.05 | 85.47 | — | — | — | |
| UnCoLabeled Data Ratio=20%, Labeled Samples=502026.01 | 85.16 | 75.04 | 8.41 | 1.74 | |
| AC-MTProtocol=best2026.05 | 84.63 | — | — | — | |
| SKCDFLabeled Data Ratio=20%, Labeled Samples=502026.01 | 84.4 | 74.78 | 9.31 | 1.68 | |
| MC-NetLabeled Data Ratio=20%, Labeled Samples=502026.01 | 83.79 | 73.69 | 9.65 | 1.76 | |
| UG-MCLProtocol=best2026.05 | 83.61 | — | — | — | |
| MC-Net+Labeled Data Ratio=20%, Labeled Samples=502026.01 | 83.47 | 72.89 | 9.69 | 1.92 | |
| URPCLabeled Data Ratio=20%, Labeled Samples=502026.01 | 82.93 | 72.57 | 15.93 | 4.19 | |
| DTCLabeled Data Ratio=20%, Labeled Samples=502026.01 | 82.38 | 72.15 | 11 | 2.16 | |
| BS-NetLabeled Data Ratio=20%, Labeled Samples=502026.01 | 82.03 | 71.87 | 10.26 | 1.96 | |
| BCPLabeled Data Ratio=20%, Labeled Samples=502026.01 | 80.2 | 69.66 | 10.52 | 2.08 | |
| VNet (SupOnly)Labeled Data Ratio=20%, Labeled Samples=502026.01 | 80.16 | 71.55 | 22.68 | 3.43 | |
| MCFLabeled Data Ratio=20%, Labeled Samples=502026.01 | 80.07 | 69.55 | 10.65 | 2 | |
| UAMTLabeled Data Ratio=20%, Labeled Samples=502026.01 | 79.72 | 69.46 | 11.26 | 1.97 |