Cell Instance Segmentation on CoNIC (test)
70.5AJIµSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| µSAMPrompt=one point per instance2026.05 | 70.5 | 83.4 | |
| µSAM + CoPPrompt=one point per cell type2026.05 | 65.2 | 79.1 | |
| SAM3Prompt=one point per instance2026.05 | 64.1 | 79.5 | |
| SAM3 + CoPPrompt=one point per cell type2026.05 | 57.9 | 75.9 | |
| SAM3Prompt=text prompt2026.05 | 45 | 69.6 | |
| SAM3Prompt=visual prompt2026.05 | 39 | 62 | |
| CellViTPrompt=pixel-level supervision2026.05 | 37.1 | 67 | |
| CA-SAM2Prompt=pixel-level supervision2026.05 | 26.9 | 56.1 | |
| CellPose3Prompt=pixel-level supervision2026.05 | 17.3 | 33.3 | |
| Rex-OmniPrompt=visual prompt2026.05 | 4.5 | 26.9 | |
| YOLOEPrompt=visual prompt2026.05 | 2.8 | 11 | |
| Rex-OmniPrompt=text prompt2026.05 | 0.2 | 5.6 | |
| YOLOEPrompt=text prompt2026.05 | 0 | 5.7 |