Panoptic Segmentation on MoNuSAC 2020 (test)
73.11PQPanopMamba
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PanopMamba2026.01 | 73.11 | 73.11 | 72.14 | 74.28 | 75.38 | 74.56 | 86.93 | |
| HoVer-NeXt2026.01 | 51.33 | 51.33 | 51.09 | 44.21 | 57.15 | 48.98 | 65.59 | |
| Mask2Former2026.01 | 39.76 | 39.76 | 38.6 | 33.05 | 42.19 | 37.99 | 57.5 | |
| MaskFormer2026.01 | 36.37 | 36.37 | 34.97 | 28.44 | 39.25 | 34.05 | 19.69 | |
| Panoptic SegFormer2026.01 | 35.82 | 35.82 | 34.09 | 27.92 | 38.51 | 33.87 | 18.97 | |
| MP-Former2026.01 | 31.98 | 31.98 | 31.13 | 12.93 | 31.79 | 16.22 | 13.41 | |
| OneFormer2026.01 | 31.35 | 31.35 | 29.85 | 17.57 | 32.75 | 19.95 | 27.66 | |
| HoVer-Net2026.01 | 31.15 | 31.15 | 30.43 | 22.98 | 33.42 | 27.27 | 35.18 | |
| CellViT2026.01 | 27.08 | 27.08 | 26.97 | 25.63 | 27.7 | 28.53 | 26.52 |