Brain-structure segmentation on OASIS (test)
94.42DiceUnCoL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UnCoLLabeled Ratio=10%2025.12 | 94.42 | — | 89.51 | 2.06 | 0.61 | |
| UnCoLLabeled Ratio=5%2025.12 | 94.07 | — | 88.93 | 2.18 | 0.67 | |
| nnU-NetLabeled Ratio=100%2025.12 | 93.96 | — | 89.26 | 2.43 | 0.92 | |
| ABDLabeled Ratio=10%2025.12 | 93.15 | — | 87.54 | 2.65 | 0.86 | |
| CPC-SAMLabeled Ratio=10%2025.12 | 92.4 | — | 86.09 | 2.25 | 0.74 | |
| UNetLabeled Ratio=100%2025.12 | 92.2 | — | 87.03 | 5.45 | 1.76 | |
| ABDLabeled Ratio=5%2025.12 | 92.01 | — | 85.61 | 4.17 | 1.31 | |
| BCPLabeled Ratio=10%2025.12 | 91.57 | — | 84.89 | 3.77 | 1.22 | |
| CPC-SAMLabeled Ratio=5%2025.12 | 91.33 | — | 84.24 | 2.47 | 0.89 | |
| nnU-NetLabeled Ratio=10%2025.12 | 90.62 | — | 83.51 | 12.31 | 3.81 | |
| nnU-NetLabeled Ratio=5%2025.12 | 90.09 | — | 82.58 | 16.66 | 5.3 | |
| BCPLabeled Ratio=5%2025.12 | 89.23 | — | 81.57 | 5.43 | 1.85 | |
| AtlasSegFMsupport_per_context=12025.12 | 85.08 | 3.41 | — | — | — | |
| MTLabeled Ratio=10%2025.12 | 84.02 | — | 76.41 | 12.86 | 4.37 | |
| URPCLabeled Ratio=10%2025.12 | 83.75 | — | 76.7 | 8.56 | 2.7 | |
| UAMTLabeled Ratio=10%2025.12 | 83.16 | — | 75.91 | 13.61 | 4.63 | |
| UniverSegsupport_per_context=12025.12 | 81.21 | 12.7 | — | — | — | |
| Tychesupport_per_context=12025.12 | 80.45 | 8.96 | — | — | — | |
| MedSAMLabeled Ratio=0%2025.12 | 76.49 | — | 62.68 | 7.3 | 2.23 | |
| MTLabeled Ratio=5%2025.12 | 72.61 | — | 63.84 | 24.82 | 9.06 | |
| UAMTLabeled Ratio=5%2025.12 | 71.27 | — | 61.48 | 25.05 | 9.22 | |
| UNetLabeled Ratio=10%2025.12 | 66.39 | — | 56.71 | 24.01 | 9.84 | |
| URPCLabeled Ratio=5%2025.12 | 63.15 | — | 54.86 | 21.29 | 9.14 | |
| nnInteractive (nn-5)clicks=52025.12 | 59.43 | 6.32 | — | — | — | |
| UNetLabeled Ratio=5%2025.12 | 56.36 | — | 48.29 | 26 | 11.29 | |
| Irissupport_per_context=12025.12 | 41.11 | 14.44 | — | — | — | |
| SAMLabeled Ratio=0%2025.12 | 38.07 | — | 24.14 | 50.89 | 9.79 | |
| SegGPTsupport_per_context=12025.12 | 22.34 | 42.13 | — | — | — | |
| nnInteractive (nn-1)clicks=12025.12 | 16.41 | 36.22 | — | — | — |