Segmentation on BTCV
78.721-shot ScoreMeDUET
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MeDUETPre-training category=Medical Image SSL2026.02 | 78.72 | 87.04 | 92.24 | 94.06 | 88.02 | |
| GVSLPre-training category=Medical Image SSL2026.02 | 74.92 | 83.75 | 91.41 | 93.43 | 85.88 | |
| VoCoPre-training category=Medical Image SSL2026.02 | 73.27 | 84.15 | 90.2 | 93.62 | 85.31 | |
| Swin UNETRPre-training category=Medical Image SSL2026.02 | 72.87 | 80.42 | 89.93 | 92.96 | 84.05 | |
| Hi-End-MAEPre-training category=Medical Image SSL2026.02 | 72.45 | 83.02 | 90.8 | 93.19 | 84.86 | |
| SwinMMPre-training category=Medical Image SSL2026.02 | 72.28 | 81.97 | 91.36 | 93.58 | 84.8 | |
| MIMPre-training category=Medical Image SSL2026.02 | 71.86 | 81.05 | 90.23 | 93.14 | 84.07 | |
| Swin UNETRPre-training category=From Scratch2026.02 | 71.28 | 78.54 | 88.06 | 92.65 | 82.63 | |
| GL-MAEPre-training category=Medical Image SSL2026.02 | 69.29 | 79.63 | 89.61 | 93.07 | 82.9 | |
| UNETRPre-training category=From Scratch2026.02 | 68.19 | 78.3 | 87.28 | 92.33 | 81.53 | |
| MoCo v3Pre-training category=General SSL2026.02 | 66.49 | 77.86 | 86.57 | 91.83 | 80.69 | |
| MAE3DPre-training category=General SSL2026.02 | 65.95 | 76.71 | 85.81 | 91.28 | 79.94 | |
| SimMIMPre-training category=General SSL2026.02 | 65.42 | 76.08 | 84.93 | 90.89 | 79.33 |