Nucleus Instance Segmentation on CryoNuSeg
0.567AJIµSAM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| µSAMPrompting protocol=one-click, Annotation setting=without cell-type annotations2026.05 | 0.567 | — | — | — | 74.6 | |
| µSAM + CoPPrompting protocol=one-click, Annotation setting=without cell-type annotations2026.05 | 0.563 | — | — | — | 74.5 | |
| CellViT-H2026.03 | 0.525 | 0.659 | 0.768 | 0.509 | — | |
| SMILE2026.03 | 0.524 | 0.655 | 0.767 | 0.505 | — | |
| NuNext2026.03 | 0.523 | 0.675 | 0.769 | 0.521 | — | |
| SAM3Prompting protocol=one-click, Annotation setting=without cell-type annotations2026.05 | 0.518 | — | — | — | 70.6 | |
| CPP-Net2026.03 | 0.517 | 0.65 | 0.757 | 0.494 | — | |
| DPA-P2PNet2026.03 | 0.515 | 0.655 | 0.77 | 0.507 | — | |
| StarDist2026.03 | 0.514 | 0.653 | 0.746 | 0.49 | — | |
| SAM3 + CoPPrompting protocol=one-click, Annotation setting=without cell-type annotations2026.05 | 0.503 | — | — | — | 69.6 | |
| CellNuc-DETR2026.03 | 0.499 | 0.634 | 0.774 | 0.493 | — | |
| CellViTPrompting protocol=one-click, Annotation setting=without cell-type annotations2026.05 | 0.492 | — | — | — | 80 | |
| FICS2026.03 | 0.481 | 0.601 | 0.764 | 0.461 | — | |
| CA-SAM2Prompting protocol=one-click, Annotation setting=without cell-type annotations2026.05 | 0.468 | — | — | — | 78.1 | |
| Hover-Net2026.03 | 0.459 | 0.597 | 0.763 | 0.458 | — | |
| PointNu-Net2026.03 | 0.434 | 0.562 | 0.775 | 0.437 | — | |
| CellPose3Prompting protocol=one-click, Annotation setting=without cell-type annotations2026.05 | 0.14 | — | — | — | 30.3 |