3D Medical Image Segmentation on LA (16 labeled / 64 unlabeled)
91.62DSCOur maximum
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Our maximumProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91.62 | 1.62 | 5.44 | |
| CC-NetProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91.6 | 1.54 | 5.27 | |
| TraCoCoProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91.51 | 1.79 | 5.63 | |
| Our medianProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91.44 | 1.64 | 5.42 | |
| BoA-NetScans (Labeled / Unlabeled)=16 / 642026.05 | 91.38 | 1.54 | 5.09 | |
| Our maximumProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91.36 | 1.86 | 6.16 | |
| Co-BioNetProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91.26 | 1.64 | 5.17 | |
| AUAProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91.08 | 1.8 | 5.6 | |
| MC-Net+Protocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91.07 | 1.67 | 5.84 | |
| w2SPCScans (Labeled / Unlabeled)=16 / 642026.05 | 91.05 | 1.67 | 5.94 | |
| MRPLProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91.02 | 1.66 | 5.78 | |
| SFRProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 91 | 1.61 | 6.13 | |
| TraCoCoProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 90.94 | 1.79 | 5.49 | |
| VerSemiProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 90.89 | 1.72 | 5.38 | |
| OTCMCScans (Labeled / Unlabeled)=16 / 642026.05 | 90.86 | 1.6 | 6.27 | |
| Our medianProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 90.83 | 1.63 | 6.03 | |
| DBiSLProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 90.54 | 1.8 | 6.05 | |
| BSNetProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 90.43 | 1.63 | 6.21 | |
| CDSProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 90.33 | 1.91 | 6.16 | |
| AC-MTProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 90.31 | 1.76 | 6.21 | |
| UG-MCLProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 90.16 | 1.98 | 6.5 | |
| BaPCProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 89.71 | 1.85 | 6.08 | |
| DTCProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 89.42 | 2.1 | 7.32 | |
| MCFProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 88.71 | 1.9 | 6.32 | |
| AUSSProtocol=best, Scans (Labeled / Unlabeled)=16 / 642026.05 | 88.6 | — | 7.61 | |
| TACProtocol=last, Scans (Labeled / Unlabeled)=16 / 642026.05 | 87.75 | 2.04 | 9.45 |