Medical Image Segmentation on Abd-CT (Setting 1)
91.4Liver ScoreBackbone
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BackboneSettings=Full-sup2026.06 | 91.4 | — | — | — | 77.96 | 85.02 | 57.46 | |
| MACCFASetting=1, Reproduced=true2026.05 | 84.16 | 79.7 | 79.86 | 72.46 | 79.04 | — | — | |
| SGP-NetSetting=12026.05 | 83.66 | 80.93 | 82.39 | 77.9 | 81.22 | — | — | |
| AVT-ProNetSetting=12026.05 | 83.51 | 80.49 | 79.68 | 78.7 | 80.6 | — | — | |
| FAMNetSetting=12026.05 | 83.32 | 77.81 | 77.74 | 76.56 | 78.86 | — | — | |
| PAMISetting=12026.05 | 81.32 | 72.38 | 76.52 | 80.57 | 77.69 | — | — | |
| DIFDSetting=1, Reproduced=true2026.05 | 81.31 | 77.39 | 82 | 76.88 | 79.4 | — | — | |
| UPRE-NetSetting=1, Reproduced=true2026.05 | 81.1 | 79.13 | 80.76 | 77.83 | 79.71 | — | — | |
| DSPNet + OursSettings=Few-shot superpixel2026.06 | 79.03 | — | — | — | 62.25 | 68.63 | 39.09 | |
| DSPNetSettings=Few-shot superpixel2026.06 | 78.58 | — | — | — | 61.52 | 68.03 | 37.96 | |
| SSL-ALPNetSetting=12026.05 | 78.29 | 70.96 | 72.36 | 71.81 | 73.35 | — | — | |
| SSL-ALPNet + OursSettings=Few-shot superpixel2026.06 | 78.26 | — | — | — | 62.79 | 71.04 | 39.06 | |
| SSL-ALPNetSettings=Few-shot superpixel2026.06 | 77.42 | — | — | — | 61.48 | 69.33 | 37.68 | |
| ADNetSetting=12026.05 | 77.24 | 63.48 | 72.13 | 79.06 | 72.97 | — | — | |
| RPTSettings=Few-shot supervoxel2026.06 | 71.66 | — | — | — | 59.12 | 63.82 | 41.87 | |
| DSPNetSetting=1, Reproduced=true2026.05 | 70.68 | 66.77 | 79.42 | 73.93 | 72.7 | — | — | |
| MRNetSettings=Multi-rater2026.06 | 68.29 | — | — | — | 46.56 | 56.19 | 15.2 | |
| D-PersonaSettings=Multi-rater2026.06 | 67.16 | — | — | — | 53.05 | 64.72 | 26.67 | |
| Q-NetSettings=Few-shot supervoxel2026.06 | 57.44 | — | — | — | 52.69 | 61.06 | 39.56 | |
| PA-NetSetting=12026.05 | 49.55 | 36.04 | 20.67 | 21.19 | 32.86 | — | — |