Medical Image Segmentation on Abdominal MRI (test)
92.95Dice ScoreRAND
Evaluation Results
| Method | Links | |
|---|---|---|
| RANDQuery Budget=100%, Configuration=Upper Bound2025.09 | 92.95 | |
| ASSFTQuery Budget=7-shot, Iteration=r=32025.09 | 88.36 | |
| DKD+ASDQuery Budget=7-shot, Iteration=r=32025.09 | 87.95 | |
| ASSFTQuery Budget=5-shot, Iteration=r=22025.09 | 87.63 | |
| UGTSTQuery Budget=7-shot, Iteration=r=32025.09 | 85.43 | |
| SANNQuery Budget=7-shot, Iteration=r=32025.09 | 85.34 | |
| DKD+ASDQuery Budget=5-shot, Iteration=r=22025.09 | 85.34 | |
| BADGEQuery Budget=7-shot, Iteration=r=32025.09 | 84.35 | |
| Core-setQuery Budget=7-shot, Iteration=r=32025.09 | 84.21 | |
| ASSFTQuery Budget=3-shot, Iteration=r=12025.09 | 83.98 | |
| MMARQuery Budget=7-shot, Iteration=r=32025.09 | 82.76 | |
| LCONQuery Budget=7-shot, Iteration=r=32025.09 | 82.54 | |
| UGTSTQuery Budget=5-shot, Iteration=r=22025.09 | 82.21 | |
| SANNQuery Budget=5-shot, Iteration=r=22025.09 | 82.13 | |
| CUPQuery Budget=7-shot, Iteration=r=32025.09 | 81.95 | |
| BADGEQuery Budget=5-shot, Iteration=r=22025.09 | 81.7 | |
| Core-setQuery Budget=5-shot, Iteration=r=22025.09 | 81.62 | |
| DKD+ASDQuery Budget=3-shot, Iteration=r=12025.09 | 81.4 | |
| ENPYQuery Budget=7-shot, Iteration=r=32025.09 | 81.05 | |
| MMARQuery Budget=5-shot, Iteration=r=22025.09 | 80.45 | |
| LCONQuery Budget=5-shot, Iteration=r=22025.09 | 80.32 | |
| CUPQuery Budget=5-shot, Iteration=r=22025.09 | 80.22 | |
| ENPYQuery Budget=5-shot, Iteration=r=22025.09 | 79.52 | |
| UGTSTQuery Budget=3-shot, Iteration=r=12025.09 | 78.11 | |
| Core-setQuery Budget=3-shot, Iteration=r=12025.09 | 77.94 | |
| SANNQuery Budget=3-shot, Iteration=r=12025.09 | 77.48 | |
| BADGEQuery Budget=3-shot, Iteration=r=12025.09 | 77.19 | |
| MMARQuery Budget=3-shot, Iteration=r=12025.09 | 76.7 | |
| RANDQuery Budget=7-shot, Iteration=r=32025.09 | 76.47 | |
| LCONQuery Budget=3-shot, Iteration=r=12025.09 | 75.46 | |
| CUPQuery Budget=3-shot, Iteration=r=12025.09 | 74.92 | |
| ENPYQuery Budget=3-shot, Iteration=r=12025.09 | 74.1 | |
| RANDQuery Budget=5-shot, Iteration=r=22025.09 | 69.77 | |
| RANDQuery Budget=3-shot, Iteration=r=12025.09 | 66.11 | |
| RANDQuery Budget=0%, Configuration=Lower Bound2025.09 | 2.01 |