Medical Image Segmentation on Cardiac LGE-bSSFP
87.61Dice Score (LV-BP)Contrastive Graph Modeling
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Contrastive Graph Modeling2025.12 | 87.61 | — | 55.22 | 79.76 | 74.2 | |
| FAMNet2025.12 | 86.64 | — | 51.84 | 76.26 | 71.58 | |
| SSL-ALP2025.12 | 83.47 | — | 22.73 | 66.21 | 57.47 | |
| GMRD2025.12 | 76.23 | — | 36.87 | 62.91 | 58.67 | |
| RobustEMD2025.12 | 75.32 | — | 51.32 | 72.86 | 66.5 | |
| PMNet2025.12 | 73.46 | — | 32.11 | 68.7 | 58.09 | |
| APM-M2025.12 | 68.91 | — | 45.74 | 61.78 | 58.81 | |
| PATNet2025.12 | 65.35 | — | 50.63 | 68.34 | 61.44 | |
| IFA2025.12 | 64.04 | — | 43.22 | 74.58 | 62.28 | |
| RPT2025.12 | 60.84 | — | 42.28 | 57.3 | 53.47 | |
| ADNet2025.12 | 58.75 | — | 36.94 | 51.37 | 49.02 | |
| PANet2025.12 | 51.43 | — | 25.75 | 25.75 | 36.66 | |
| AdvBias2024.12 | — | 86.27 | — | — | — | |
| CSDG2024.12 | — | 86.99 | — | — | — | |
| Cutout2024.12 | — | 85.92 | — | — | — | |
| MixStyle2024.12 | — | 86.34 | — | — | — | |
| RandConv2024.12 | — | 87.24 | — | — | — | |
| RSC2024.12 | — | 85.6 | — | — | — | |
| SLAug2024.12 | — | 87.17 | — | — | — | |
| SLAug + S2S22024.12 | — | 87.49 | — | — | — |