Pancreas Segmentation on Pancreas-CT (20% labeled, 80% unlabeled)
83.24DiceBCSI
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BCSIlabeled_ratio=20%2026.01 | 83.24 | 71.61 | 4.87 | 1.16 | |
| BCPlabeled_ratio=20%2026.01 | 82.91 | 70.97 | 6.43 | 2.25 | |
| UnColabeled_ratio=20%2026.01 | 81.93 | 69.77 | 5.34 | 1.36 | |
| MLRPlabeled_ratio=20%2026.01 | 81.53 | 69.35 | 6.81 | 1.33 | |
| URPClabeled_ratio=20%2026.01 | 80.02 | 67.3 | 8.51 | 1.98 | |
| MC-Net+labeled_ratio=20%2026.01 | 79.37 | 66.83 | 8.52 | 1.72 | |
| BS-Netlabeled_ratio=20%2026.01 | 78.93 | 65.75 | 8.49 | 2.2 | |
| SKCDFlabeled_ratio=20%2026.01 | 78.3 | 65.27 | 9.34 | 1.38 | |
| MC-Netlabeled_ratio=20%2026.01 | 78.17 | 65.22 | 6.9 | 1.55 | |
| DTClabeled_ratio=20%2026.01 | 76.27 | 62.82 | 8.7 | 2.2 | |
| UAMTlabeled_ratio=20%2026.01 | 76.1 | 62.62 | 10.87 | 2.43 | |
| VNetlabeled_ratio=20%2026.01 | 75.07 | 61.96 | 10.79 | 3.31 | |
| MCFlabeled_ratio=20%2026.01 | 75 | 61.27 | 11.59 | 3.27 | |
| CrossMatch#Scans used (Lab.)=12(20%), #Scans used (Unlab.)=50(80%)2024.05 | 0.8313 | 0.7146 | 5.2 | 1.88 | |
| RCPS#Scans used (Lab.)=12(20%), #Scans used (Unlab.)=50(80%)2024.05 | 0.8159 | — | 7.5 | 2.03 | |
| UniMatch#Scans used (Lab.)=12(20%), #Scans used (Unlab.)=50(80%)2024.05 | 0.7952 | 0.6664 | 13.05 | 3.02 | |
| DTC#Scans used (Lab.)=12(20%), #Scans used (Unlab.)=50(80%)2024.05 | 0.7594 | 0.6241 | 8.25 | 2.21 | |
| UA-MT#Scans used (Lab.)=12(20%), #Scans used (Unlab.)=50(80%)2024.05 | 0.7243 | 0.5791 | 11.01 | 4.25 | |
| SASSNet#Scans used (Lab.)=12(20%), #Scans used (Unlab.)=50(80%)2024.05 | 0.7047 | 0.5574 | 10.95 | 4.26 | |
| V-Net#Scans used (Lab.)=12(20%), #Scans used (Unlab.)=02024.05 | 0.6242 | 0.4806 | 22.34 | 4.77 |