Cell Segmentation on Microscopy NeurIPS 2022 Cell Segmentation Challenge
57.91F1 ScoreUSEMA
Evaluation results
| Method | Links | |
|---|---|---|
| USEMA# Params=52M2026.05 | 57.91 | |
| U-Mamba Enc# Params=92M2026.05 | 56.07 | |
| nnFormer# Params=60M2026.05 | 53.32 | |
| Mamba UNet# Params=35M2026.05 | 52.15 | |
| Swin-UMamba# Params=60M, Pre-training=reported without the benefit of ImageNet-based pre-training2026.05 | 51.86 | |
| MLLA-UNet# Params=47M2026.05 | 48.57 | |
| UNETR# Params=88M2026.05 | 43.57 | |
| SwinUNETR# Params=25M2026.05 | 39.67 |