Medical Image Segmentation on MS-CMRSeg
84.1Average DSCREMIND
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| REMINDSetting=Source Access., #Adapt=02025.08 | 84.1 | 78.5 | 90 | 83.9 | 1.72 | 1.27 | 1.64 | 2.26 | |
| REMINDSetting=Source Free, #Adapt=02025.08 | 83.1 | 77 | 89.5 | 82.7 | 1.88 | 1.38 | 1.78 | 2.49 | |
| VAMCEISetting=Source Access., #Adapt=32025.08 | 82.5 | 75.8 | 88.2 | 83.6 | 1.93 | 1.54 | 2.01 | 2.25 | |
| DARUNetSetting=Source Access., #Adapt=72025.08 | 82 | 75 | 88.4 | 82.7 | 2.26 | 1.64 | 2.15 | 2.99 | |
| VarDASetting=Source Access., #Adapt=12025.08 | 79.8 | 73 | 88.1 | 78.5 | 2.6 | 1.73 | 2.55 | 3.51 | |
| ProtoContraSetting=Source Free, #Adapt=32025.08 | 72.5 | 64.8 | 82.5 | 70.3 | 4.07 | 2.69 | 3.7 | 5.81 | |
| AdaMISetting=Source Free, #Adapt=22025.08 | 71.6 | 68.7 | 84.9 | 61 | 5.56 | 2.63 | 4.71 | 9.33 | |
| ADVENTSetting=Source Access., #Adapt=32025.08 | 69.7 | 58.1 | 77.8 | 73.3 | 3.75 | 4.05 | 4.01 | 3.19 | |
| FSMSetting=Source Free, #Adapt=52025.08 | 67.8 | 61 | 77.4 | 65.2 | 4.49 | 3.35 | 4.54 | 5.57 | |
| UPLSetting=Source Free, #Adapt=22025.08 | 67.8 | 58.4 | 82.3 | 62.6 | 6.13 | 4.39 | 4.27 | 9.75 | |
| MAPSegSetting=Source Access., #Adapt=32025.08 | 64.3 | 51.4 | 78 | 63.6 | 5.17 | 3.88 | 5.56 | 6.08 | |
| TentSetting=Source Free, #Adapt=12025.08 | 59.9 | 56 | 67.2 | 56.4 | 9.58 | 6.62 | 12.7 | 9.43 | |
| Att-UNetSetting=w/o Adapt., #Adapt=02025.08 | 54.2 | 48.3 | 70.7 | 43.5 | 9.52 | 7.16 | 8.07 | 13.3 |