Paper | Code | Dice | Jaccard Index | PQ | ModelName | ReleaseDate |
---|---|---|---|---|---|---|
[]() | 0.858 | 0.702 | 0.714 | PromptNu | ||
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images | ✓ Link | 0.853 | 0.571 | 0.547 | HoVer-Net | 2018-12-16 |
SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images | ✓ Link | 0.844 | 0.586 | 0.540 | SONNET | 2022-02-09 |
PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification | ✓ Link | 0.822 | 0.56 | 0.545 | PointNu-Net | 2021-11-01 |