Segmentation on WORD (Coverage/Few-Shot Metrics)
79.561-shot AccMeDUET
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MeDUETPre-training category=Medical Image SSL2026.02 | 79.56 | 92.61 | 93.83 | 94.28 | 90.07 | |
| Hi-End-MAEPre-training category=Medical Image SSL2026.02 | 77.24 | 92.24 | 93.65 | 94.34 | 89.37 | |
| GVSLPre-training category=Medical Image SSL2026.02 | 76.92 | 91.3 | 93.39 | 94.12 | 88.93 | |
| SwinMMPre-training category=Medical Image SSL2026.02 | 74.65 | 91.39 | 93.48 | 94.19 | 88.43 | |
| MIMPre-training category=Medical Image SSL2026.02 | 71.49 | 91.91 | 93.3 | 94.02 | 87.68 | |
| VoCoPre-training category=Medical Image SSL2026.02 | 70.9 | 91.47 | 93.51 | 94.24 | 87.53 | |
| Swin UNETRPre-training category=Medical Image SSL2026.02 | 66.85 | 91.13 | 93.26 | 94.03 | 86.32 | |
| GL-MAEPre-training category=Medical Image SSL2026.02 | 65.93 | 91.66 | 93.13 | 94.16 | 86.22 | |
| Swin UNETRPre-training category=From Scratch2026.02 | 64.39 | 91.05 | 92.93 | 94.01 | 85.59 | |
| UNETRPre-training category=From Scratch2026.02 | 62.48 | 90.76 | 92.87 | 94.03 | 85.03 | |
| MAE3DPre-training category=General SSL2026.02 | 58.96 | 90.24 | 92.68 | 94.06 | 83.98 | |
| MoCo v3Pre-training category=General SSL2026.02 | 57.83 | 90.22 | 92.46 | 93.92 | 83.61 | |
| SimMIMPre-training category=General SSL2026.02 | 57.75 | 90.05 | 92.51 | 93.81 | 83.53 |