Medical Image Segmentation on MSD Spleen (test)
98.47Dice ScoreOurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursArchitecture=SwinUNETR2026.03 | 98.47 | |
| PrimGeoSegArchitecture=SwinUNETR2026.03 | 96.96 | |
| OursArchitecture=UNETR2026.03 | 96.63 | |
| VoCoPre-training Strategy=Medical SSL2024.02 | 96.34 | |
| PrimGeoSegArchitecture=UNETR2026.03 | 96.3 | |
| ScratchArchitecture=SwinUNETR2026.03 | 95.92 | |
| GVSLPre-training Strategy=Medical SSL2024.02 | 95.47 | |
| SwinMMPre-training Strategy=Medical SSL2024.02 | 95.34 | |
| MAE3DPre-training Strategy=General SSL2024.02 | 95.2 | |
| Rubik+++Pre-training Strategy=Medical SSL2024.02 | 95.11 | |
| UniMissPre-training Strategy=Medical SSL2024.02 | 95.09 | |
| Swin-UNETRPre-training Strategy=Medical SSL2024.02 | 95.02 | |
| PCRLv2Pre-training Strategy=Medical SSL2024.02 | 94.94 | |
| JSSLPre-training Strategy=Medical SSL2024.02 | 94.92 | |
| MGPre-training Strategy=Medical SSL2024.02 | 94.4 | |
| Swin-UNETRPre-training Strategy=From Scratch2024.02 | 94.36 | |
| MoCo v3+Pre-training Strategy=General SSL2024.02 | 94.32 | |
| PCRLv1Pre-training Strategy=Medical SSL2024.02 | 94.32 | |
| JigsawPre-training Strategy=General SSL2024.02 | 94.29 | |
| UNETRPre-training Strategy=From Scratch2024.02 | 94.2 | |
| PositionLabelPre-training Strategy=General SSL2024.02 | 94.16 | |
| VicReglPre-training Strategy=Medical SSL2024.02 | 94.12 | |
| 3D UNetPre-training Strategy=From Scratch2024.02 | 93.71 | |
| ScratchArchitecture=UNETR2026.03 | 92.52 |