Segmentation on AMOS (Sampling Metrics)
65.181-shot ScoreMeDUET
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MeDUETPre-training category=Medical Image SSL2026.02 | 65.18 | 90.36 | 94.34 | 95.48 | 86.34 | |
| GVSLPre-training category=Medical Image SSL2026.02 | 63.7 | 89.72 | 93.68 | 94.97 | 85.52 | |
| SwinMMPre-training category=Medical Image SSL2026.02 | 63.56 | 89.24 | 93.75 | 94.84 | 85.35 | |
| Hi-End-MAEPre-training category=Medical Image SSL2026.02 | 63.23 | 90.03 | 94.16 | 95.76 | 85.8 | |
| Swin UNETRPre-training category=From Scratch2026.02 | 63.18 | 87.26 | 93.8 | 95.29 | 84.88 | |
| Swin UNETRPre-training category=Medical Image SSL2026.02 | 63.01 | 89.75 | 93.52 | 94.69 | 85.24 | |
| VoCoPre-training category=Medical Image SSL2026.02 | 62.75 | 89.84 | 94.07 | 95.37 | 85.51 | |
| GL-MAEPre-training category=Medical Image SSL2026.02 | 61.93 | 87.52 | 93.7 | 95.14 | 84.57 | |
| MIMPre-training category=Medical Image SSL2026.02 | 61.84 | 88.68 | 94.05 | 95.03 | 84.9 | |
| UNETRPre-training category=From Scratch2026.02 | 60.29 | 86.82 | 93.54 | 94.62 | 83.82 | |
| MoCo v3Pre-training category=General SSL2026.02 | 59.6 | 86.29 | 93.37 | 94.67 | 83.48 | |
| SimMIMPre-training category=General SSL2026.02 | 57.82 | 85.06 | 92.48 | 93.94 | 82.33 | |
| MAE3DPre-training category=General SSL2026.02 | 57.39 | 85.27 | 92.63 | 94.25 | 82.38 |