Medical Image Segmentation on MSCMRseg 5-scribble supervised (test)
88.5Dice (LV)FullSup-nnUNet
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FullSup-nnUNetSupervision Protocol=Fully-supervised2024.06 | 88.5 | 75.7 | 75.7 | 79.9 | 21.48 | 13.5 | 18.27 | 17.75 | |
| ModelMixSupervision Protocol=Scribble-supervised, Model components=w/ MyoPS2024.06 | 87.5 | 75.4 | 72.2 | 78.4 | 78.05 | 69.85 | 99.2 | 82.36 | |
| WSL4Supervision Protocol=Scribble-supervised2024.06 | 80.9 | 65.3 | 59.9 | 68.7 | 140.95 | 147.74 | 95.07 | 127.92 | |
| FullSup-UNetSupervision Protocol=Fully-supervised2024.06 | 77.5 | 60.4 | 57.2 | 65.1 | 23.5 | 34.03 | 81.29 | 46.27 | |
| ShapePUSupervision Protocol=Scribble-supervised2024.06 | 75.8 | 56.7 | 5.9 | 46.1 | 209.04 | 234.08 | 237.86 | 226.99 | |
| CycleMixSupervision Protocol=Scribble-supervised2024.06 | 51.7 | 42.1 | 0.7 | 31.5 | 213.2 | 151.36 | 260.56 | 208.37 | |
| PCESupervision Protocol=Scribble-supervised2024.06 | 45.4 | 35.6 | 10.2 | 30.4 | 111.87 | 109.72 | 123.62 | 115.07 | |
| MixupSupervision Protocol=Scribble-supervised2024.06 | 44 | 31 | 2.1 | 25.7 | 259.42 | 210 | 251.98 | 240.47 | |
| CutoutSupervision Protocol=Scribble-supervised2024.06 | 31.5 | 30.7 | 16.6 | 26.3 | 259.42 | 240.06 | 252.18 | 250.56 |