Binary Nuclei Segmentation and Detection on GlySAC (test)
0.753DQCellViT-256
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CellViT-256Patch Size=256x256, Overlap=64px2024.08 | 0.753 | 0.743 | 0.564 | 0.836 | 0.81 | 0.82 | |
| CellViT-256Patch Size=1024x10242024.08 | 0.751 | 0.744 | 0.563 | 0.835 | 0.811 | 0.819 | |
| NuLite-HPatch Size=1024x10242024.08 | 0.751 | 0.739 | 0.56 | 0.846 | 0.811 | 0.826 | |
| CellViT-SAM-HPatch Size=256x256, Overlap=64px2024.08 | 0.748 | 0.742 | 0.561 | 0.842 | 0.815 | 0.825 | |
| NuLite-TPatch Size=256x256, Overlap=64px2024.08 | 0.748 | 0.741 | 0.56 | 0.826 | 0.797 | 0.809 | |
| NuLite-TPatch Size=1024x10242024.08 | 0.748 | 0.743 | 0.561 | 0.849 | 0.805 | 0.823 | |
| NuLite-HPatch Size=256x256, Overlap=64px2024.08 | 0.746 | 0.74 | 0.558 | 0.825 | 0.803 | 0.811 | |
| CellViT-SAM-HPatch Size=1024x10242024.08 | 0.745 | 0.742 | 0.558 | 0.852 | 0.808 | 0.827 | |
| NuLite-MPatch Size=256x256, Overlap=64px2024.08 | 0.744 | 0.735 | 0.552 | 0.843 | 0.813 | 0.825 | |
| NuLite-MPatch Size=1024x10242024.08 | 0.743 | 0.735 | 0.552 | 0.845 | 0.823 | 0.83 |