Binary Nuclei Segmentation and Detection on MoNuSeg (test)
87.2DQCellViT-SAM-H
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CellViT-SAM-HPatch Size=1024x10242024.08 | 87.2 | 77.8 | 67.8 | 85.5 | 89.3 | 87.3 | |
| CellViT-SAM-HPatch Size=256x256, Overlap=64px2024.08 | 86.9 | 77.5 | 67.4 | 85 | 88.6 | 86.7 | |
| CellViT-256Patch Size=1024x10242024.08 | 86.8 | 77.1 | 67 | 83.9 | 85.9 | 84.8 | |
| NuLite-MPatch Size=256x256, Overlap=64px2024.08 | 86.5 | 77.4 | 67 | 82.5 | 86.8 | 84.5 | |
| NuLite-HPatch Size=256x256, Overlap=64px2024.08 | 86.4 | 77.5 | 67 | 84.1 | 87.6 | 85.8 | |
| NuLite-MPatch Size=1024x10242024.08 | 86.3 | 77.5 | 66.9 | 83.3 | 86.7 | 84.9 | |
| NuLite-HPatch Size=1024x10242024.08 | 86.2 | 77.5 | 66.8 | 84.1 | 85.8 | 84.8 | |
| CellViT-256Patch Size=256x256, Overlap=64px2024.08 | 86.1 | 77.1 | 66.4 | 83 | 86.9 | 84.8 | |
| NuLite-TPatch Size=1024x10242024.08 | 86.1 | 77.1 | 66.4 | 84.2 | 87.9 | 85.9 | |
| NuLite-TPatch Size=256x256, Overlap=64px2024.08 | 85.9 | 77.1 | 66.3 | 84.8 | 90 | 87.2 |