Neuronal cell segmentation on FNC (train)
99.3AccuracyIMSAHLO
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IMSAHLO2026.01 | 99.3 | 78.1 | 76.4 | 77.2 | 83.4 | 83.8 | |
| TransUNetYear=20212026.01 | 98.5 | 72.4 | 71.7 | 72 | 72.9 | 73.2 | |
| DTASUnetYear=20242026.01 | 98.4 | 71.7 | 72.8 | 71.7 | 75.9 | 75.1 | |
| DeepLabV3+Year=20182026.01 | 98.1 | 71.5 | 71.2 | 71.4 | 72.1 | 72.8 | |
| Attention U-NetYear=20182026.01 | 97.9 | 70.5 | 70.9 | 70.7 | 71.6 | 72.1 | |
| U-Net++Year=20182026.01 | 97.8 | 67.8 | 68.4 | 68.1 | 68.3 | 69.2 | |
| UNeXtYear=20232026.01 | 97.6 | 72.5 | 71.4 | 71.9 | 73.5 | 72.6 | |
| MobileViTYear=20212026.01 | 97.4 | 68.5 | 67.8 | 68.1 | 69.3 | 70.4 | |
| U-NetYear=20152026.01 | 96.9 | 65.2 | 66.3 | 65.8 | 61.8 | 64.7 |