Medical Image Segmentation on Abd-CT (Setting 2)
83.54Liver ScoreAVT-ProNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AVT-ProNetSetting=22026.05 | 83.54 | 77.04 | 77.84 | 75.35 | 78.45 | — | — | |
| FAMNetSetting=22026.05 | 81.58 | 73.64 | 76.38 | 74.71 | 76.58 | — | — | |
| DIFDSetting=2, Reproduced=true2026.05 | 80.73 | 76.38 | 80.94 | 77.1 | 78.79 | — | — | |
| SGP-NetSetting=22026.05 | 79.27 | 79.95 | 83.33 | 81.2 | 80.94 | — | — | |
| UPRE-NetSetting=2, Reproduced=true2026.05 | 78.6 | 77.22 | 81.74 | 80.31 | 79.47 | — | — | |
| DSPNet + Oursframework=Proposed personalization framework (JAPC)2026.06 | 77.98 | — | — | — | 59.62 | 64.1 | 36.78 | |
| Q-Net2026.06 | 77.19 | — | — | — | 53.79 | 47.86 | 36.33 | |
| DSPNet2026.06 | 76.77 | — | — | — | 58.11 | 62.24 | 35.32 | |
| SSL-ALPNet + Oursframework=Proposed personalization framework (JAPC)2026.06 | 76.33 | — | — | — | 58.69 | 61.49 | 38.24 | |
| PAMISetting=22026.05 | 74.13 | 71.95 | 72.36 | 67.54 | 71.49 | — | — | |
| SSL-ALPNetSetting=22026.05 | 73.65 | 60.25 | 63.34 | 54.82 | 63.02 | — | — | |
| SSL-ALPNet2026.06 | 73.02 | — | — | — | 56.58 | 58.5 | 38.23 | |
| MACCFASetting=2, Reproduced=true2026.05 | 72.48 | 60.57 | 47.13 | 51.2 | 57.85 | — | — | |
| ADNetSetting=22026.05 | 70.63 | 50.97 | 48.41 | 40.52 | 52.63 | — | — | |
| DSPNetSetting=2, Reproduced=true2026.05 | 66.56 | 65.3 | 69.72 | 61.89 | 65.87 | — | — | |
| RPT2026.06 | 62.91 | — | — | — | 51.03 | 50.29 | 39.88 | |
| PA-NetSetting=22026.05 | 38.42 | 29.59 | 32.34 | 17.37 | 29.43 | — | — |