Paper | Code | PQ | ModelName | ReleaseDate |
---|---|---|---|---|
LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels | ✓ Link | 50.80 | LKCell | 2024-07-25 |
CellViT: Vision Transformers for Precise Cell Segmentation and Classification | ✓ Link | 50.62 | CellViT-SAM-H | 2023-06-27 |
TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification | ✓ Link | 50.4 | TSFD | 2022-03-09 |
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification | ✓ Link | 49.81 | NuLite-H | 2024-08-03 |