Nuclei Instance Segmentation on PanNuke (Dice, AJI, DQ, SQ, PQ)
82.97DiceDisco
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiscoSource=Ours2026.02 | 82.97 | 65.66 | 75.72 | 79.43 | 62.71 | |
| FCISSource=ICML 20252026.02 | 81.85 | 63.94 | 72.52 | 80.33 | 61.09 | |
| CPP-NetSource=IEEE TIP 20232026.02 | 81.45 | 63.83 | 71.15 | 77.61 | 58.31 | |
| Un-SAMSource=MIA 20252026.02 | 80.17 | 62.95 | 70.43 | 76.75 | 57.02 | |
| HoverNetSource=MIA 20192026.02 | 79.83 | 64.63 | 71.82 | 78.24 | 59.53 | |
| CellPoseSource=NAT METHODS 20252026.02 | 78.71 | 62.62 | 70.35 | 76.43 | 59.18 | |
| DoNetSource=CVPR 20232026.02 | 78.12 | 61.27 | 68.49 | 75.06 | 54.45 | |
| DCANSource=CVPR 20162026.02 | 77.85 | 58.71 | 65.91 | 72.16 | 50.65 | |
| NucleiSegNetSource=CBM 20212026.02 | 75.24 | 54.46 | 61.85 | 68.92 | 45.77 | |
| Yang et al.UDA Setting=Domain Adaptation2022.06 | 74 | 51.6 | 60.2 | 75.3 | 46 | |
| MaNiUDA Setting=Domain Adaptation2022.06 | 73.5 | 53.4 | 62.1 | 74.2 | 47.7 | |
| Paul et al.UDA Setting=Domain Adaptation2022.06 | 73.1 | 50.1 | 60 | 75.1 | 44.6 | |
| GRLUDA Setting=Domain Adaptation2022.06 | 72.3 | 50.9 | 58.7 | 75.6 | 45 | |
| Source OnlyUDA Setting=Source Only2022.06 | 57.6 | 38.7 | 46.1 | 65.7 | 34.2 |