Prostate Segmentation on PROMISE12 (test)
87.99DSCBaseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BaselineLabeled data ratio=100%2021.07 | 87.99 | 5.04 | 6.87 | — | |
| OursSource Domain=MSD05, Backbone=DeepLabv3+ (MobileNetV2)2023.03 | 86.9 | — | — | — | |
| TentSource Domain=MSD05, Backbone=DeepLabv3+ (MobileNetV2)2023.03 | 85.64 | — | — | — | |
| U-NetLabeled Scans=35 (100%), Unlabeled Scans=02023.05 | 84.76 | — | — | 1.58 | |
| ERMSource Domain=MSD05, Backbone=DeepLabv3+ (MobileNetV2)2023.03 | 83 | — | — | — | |
| SCP-NetLabeled Scans=7, Unlabeled Scans=282023.05 | 77.06 | — | — | 3.52 | |
| MT+CAVATLabeled data ratio=5%2021.07 | 72.33 | 8.92 | 12.33 | — | |
| CCTLabeled Scans=7, Unlabeled Scans=282023.05 | 71.43 | — | — | 16.61 | |
| MTLabeled Scans=7, Unlabeled Scans=282023.05 | 71.42 | — | — | 7.58 | |
| Mean TeacherLabeled data ratio=5%2021.07 | 71.09 | 6.76 | 16.19 | — | |
| SLC-NetLabeled Scans=7, Unlabeled Scans=282023.05 | 68.31 | — | — | 4.69 | |
| MC-NetLabeled Scans=7, Unlabeled Scans=282023.05 | 67.36 | — | — | 2.81 | |
| COT+CAVATLabeled data ratio=5%2021.07 | 66.65 | 15.29 | 11.57 | — | |
| UAMTLabeled Scans=7, Unlabeled Scans=282023.05 | 65.69 | — | — | 2.43 | |
| CAVATLabeled data ratio=5%2021.07 | 65.38 | 14.55 | 11.55 | — | |
| CAVAT (rw = 0)Labeled data ratio=5%2021.07 | 63.68 | 15.57 | 15.12 | — | |
| URPCLabeled Scans=7, Unlabeled Scans=282023.05 | 63.23 | — | — | 4.33 | |
| VATLabeled data ratio=5%2021.07 | 62.89 | 14.12 | 16.98 | — | |
| SSNetLabeled Scans=7, Unlabeled Scans=282023.05 | 62.31 | — | — | 4.36 | |
| U-NetLabeled Scans=7 (10%), Unlabeled Scans=02023.05 | 60.88 | — | — | 13.87 | |
| Entropy minLabeled data ratio=5%2021.07 | 56.39 | 10.95 | 26.7 | — | |
| BaselineLabeled data ratio=5%2021.07 | 55.95 | 11.86 | 28.83 | — | |
| Co-trainingLabeled data ratio=5%2021.07 | 52.6 | 12.22 | 34.6 | — |