Cell Segmentation On Livecell
Metrics
LIVECell Extrapolation (A172)
LIVECell Extrapolation (A549)
LIVECell Transferability
mask AFNR
mask AP
Results
Performance results of various models on this benchmark
Model Name | LIVECell Extrapolation (A172) | LIVECell Extrapolation (A549) | LIVECell Transferability | mask AFNR | mask AP | Paper Title | Repository |
|---|---|---|---|---|---|---|---|
| Cascade Mask RCNN-ResNest-200 | 1328 | 1403 | 0.98 | 45.3 | 47.9 | LIVECell—A large-scale dataset for label-free live cell segmentation | |
| CenterMask-VoVNet2-FPN | 1948 | 2031 | 1.21 | 52.2 | 47.8 | LIVECell—A large-scale dataset for label-free live cell segmentation | |
| Point2Mask | - | - | - | - | 43.53 | Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation | - |
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