Medical Image Segmentation on MI-PMR
76.43Bladder Segmentation ScoreGeoProto
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GeoProtoBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 76.43 | 59.44 | 47.83 | 61.24 | |
| RPTBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 66.17 | 38.84 | 26.94 | 43.98 | |
| PMNetBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 57.08 | 51.54 | 44.84 | 51.15 | |
| PATNetBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 56.5 | 46.98 | 38.22 | 47.23 | |
| IFABackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 55.77 | 38.09 | 31.16 | 41.67 | |
| SSL-ALPBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 54.29 | 27.76 | 19.92 | 33.99 | |
| C-GraphBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 52.55 | 48.44 | 49.3 | 50.1 | |
| RobustEMDBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 44.93 | 21.81 | 20.07 | 28.94 | |
| APM-MBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 43.04 | 31.26 | 41.16 | 38.49 | |
| FAMNetBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 42.78 | 27.06 | 29.44 | 33.09 | |
| ADNetBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 36.51 | 25.38 | 28.14 | 30.01 | |
| GMRDBackbone=ResNet-101, Training Source=Abdominal CT, Evaluation Scenario=Cross-context, Few-shot Protocol=1-way 1-shot2026.05 | 36.08 | 22.33 | 24.61 | 27.67 |