Medical Image Segmentation on CrossM
89Dice ScoreSAMRIbox
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAMRIboxPrompting Strategy=box-only2025.10 | 89 | 2.17 | 0.65 | |
| SAMRIbpPrompting Strategy=box+point2025.10 | 88 | 2.24 | 0.69 | |
| SAM-ViTB2025.10 | 82 | 2.83 | 0.82 | |
| MedSAM2025.10 | 73 | 3.16 | 0.99 | |
| One-Promptsetting=segment everything, mode=zero-shot2023.05 | 65.8 | — | — | |
| MedSAMsetting=segment everything, mode=zero-shot2023.05 | 59.3 | — | — | |
| MSAsetting=segment everything, mode=zero-shot2023.05 | 51.7 | — | — | |
| SAM-Med2Dsetting=segment everything, mode=zero-shot2023.05 | 47.2 | — | — | |
| TransUNetsetting=segment everything, mode=zero-shot2023.05 | 37.7 | — | — | |
| MedSegDiffsetting=segment everything, mode=zero-shot2023.05 | 37.7 | — | — | |
| nnUNetsetting=segment everything, mode=zero-shot2023.05 | 35 | — | — | |
| Swin-UNetrsetting=segment everything, mode=zero-shot2023.05 | 29.7 | — | — |