Nuclei Instance Segmentation on Kumar (test)
0.843Dice CoefficientGC-MHVN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GC-MHVNPre-training=Lizard [16]2022.08 | 0.843 | — | — | — | 0.652 | 0.625 | |
| MHVNPre-training=Lizard [16]2022.08 | 0.83 | — | — | — | 0.624 | 0.599 | |
| HoVer-Net2022.08 | 0.826 | — | — | — | 0.618 | 0.597 | |
| DSF-CNN2022.08 | 0.826 | — | — | — | — | — | |
| BiT101Pre-training=Lizard [16]2022.08 | 0.826 | — | — | — | 0.623 | 0.604 | |
| CIA-Net2022.08 | 0.818 | — | — | — | 0.62 | 0.577 | |
| Micro-Net2022.08 | 0.797 | — | — | — | 0.56 | 0.519 | |
| DIST2022.08 | 0.789 | — | — | — | 0.559 | 0.443 | |
| Pre-ResNet50Pre-training=Lizard [16]2022.08 | 0.788 | — | — | — | 0.584 | 0.563 | |
| Mask-RCNN2022.08 | 0.76 | — | — | — | 0.546 | 0.509 | |
| U-Net2022.08 | 0.758 | — | — | — | 0.556 | 0.478 | |
| BRP-Net2022.08 | — | — | — | — | 0.642 | — | |
| CIA-Net2021.11 | — | 0.754 | 0.762 | 0.577 | — | — | |
| DIST2021.11 | — | 0.601 | 0.732 | 0.443 | — | — | |
| HoVer-Net2021.11 | — | 0.77 | 0.773 | 0.597 | — | — | |
| Mask-RCNN2021.11 | — | 0.704 | 0.72 | 0.509 | — | — | |
| Micro-Net2021.11 | — | 0.692 | 0.747 | 0.519 | — | — | |
| PointNu-Net2021.11 | — | 0.784 | 0.768 | 0.603 | — | — | |
| Triple U-Net2021.11 | — | — | — | 0.601 | — | — | |
| U-Net2021.11 | — | 0.691 | 0.69 | 0.478 | — | — |