Cell Instance Segmentation on DSB 10% 2018 (test)
74.2mAPPolarMask++
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PolarMask++representation=polar, single-scale=true, backbone=ResNet-502021.05 | 74.2 | 92.7 | 91.2 | 89.6 | 87.3 | 84 | 78.3 | 68 | 50.7 | 25.8 | |
| Nuclei R-CNNrepresentation=pixel, single-scale=true2021.05 | 69.6 | — | — | — | — | — | — | — | — | — | |
| PatchPerPixrepresentation=pixel, single-scale=true2021.05 | 68.1 | 87.1 | — | 82.4 | — | 75.2 | — | 60.9 | — | 35.2 | |
| Li et alrepresentation=pixel, single-scale=true2021.05 | 61.1 | 84.8 | — | — | — | — | 65.1 | — | — | — | |
| Mask R-CNNrepresentation=pixel, single-scale=true2021.05 | 60.5 | 83.2 | 80.5 | 77.2 | 72.9 | 68.3 | 59.7 | 48.9 | 35.2 | 18.9 | |
| U-Netrepresentation=pixel, single-scale=true2021.05 | 59.8 | 80.6 | 77.5 | 74.3 | 70.1 | 65.4 | 57.7 | 49.1 | 37.3 | 22.5 | |
| StarDistrepresentation=polar, single-scale=true2021.05 | 59.8 | 86.4 | 83.6 | 80.4 | 75.4 | 68.5 | 58.6 | 44.9 | 28.6 | 11.9 | |
| DCANrepresentation=pixel, single-scale=true2021.05 | 51.1 | — | — | — | — | — | — | — | — | — | |
| Keypoint Graphrepresentation=pixel, single-scale=true2021.05 | — | 71.5 | — | — | 59.3 | — | — | — | — | — |