Nuclei Segmentation on CoNSeP
76.81Dice (All Nuclei)Prompt Group-Aware Training
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Prompt Group-Aware TrainingPrompt Type=Text2026.03 | 76.81 | 46.86 | |
| SAM 3*Prompt Type=Text2026.03 | 75.03 | 40.89 | |
| GroundedSAM2*Prompt Type=Text2026.03 | 72.35 | 43.62 | |
| SAM 3Prompt Type=Text2026.03 | 68.15 | 26.22 | |
| CLIP-Seg*Prompt Type=Text2026.03 | 63.18 | 37.9 | |
| VisionReasonerPrompt Type=Text2026.03 | 45.18 | 17.77 | |
| Seg-ZeroPrompt Type=Text2026.03 | 22.04 | 10.57 | |
| MedSAMPrompt Type=Visual2026.03 | 21.23 | 31.35 | |
| H-SAMPrompt Type=Visual2026.03 | 18.56 | 29.76 |