Medical Image Segmentation on BCV 1-shot (test)
83.6Dice Score (%)Full supervision
Evaluation results
| Method | Links | |
|---|---|---|
| Full supervisionProtocol=Full supervision, Samples=232026.03 | 83.6 | |
| IrisProtocol=Fine-tuning (FT), Shot=12026.03 | 83.4 | |
| IrisProtocol=In-context evaluation (IC), Shot=12026.03 | 83.2 | |
| MASSProtocol=Fine-tuning (FT), Shot=12026.03 | 70.2 | |
| MASSProtocol=In-context evaluation (IC), Shot=12026.03 | 68.7 | |
| SuPreMProtocol=Supervised Pretrain, Shot=12026.03 | 63.9 | |
| AnatoMixProtocol=Self-supervised pretrain, Shot=12026.03 | 53.1 | |
| MerlinProtocol=Self-supervised pretrain, Shot=12026.03 | 50.1 | |
| OM-MGProtocol=Self-supervised pretrain, Shot=12026.03 | 49 | |
| OM-MAEProtocol=Self-supervised pretrain, Shot=12026.03 | 48.8 | |
| OM-S3DProtocol=Self-supervised pretrain, Shot=12026.03 | 46.4 | |
| OM-SimCLRProtocol=Self-supervised pretrain, Shot=12026.03 | 45.6 | |
| ScratchProtocol=From Scratch, Shot=12026.03 | 27.3 |