Neuronal cell segmentation on FNC (val)
99.5AccuracyIMSAHLO
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IMSAHLO2026.01 | 99.5 | 81.4 | 78.9 | 80.1 | 82.7 | 83.3 | |
| TransUNetYear=20212026.01 | 98 | 72.7 | 71.9 | 72.3 | 72 | 76.6 | |
| DTASUnetYear=20242026.01 | 97.9 | 72 | 73.5 | 73 | 78.4 | 79.6 | |
| DeepLabV3+Year=20182026.01 | 97.7 | 71.7 | 71 | 71.3 | 70.8 | 71.8 | |
| Attention U-NetYear=20182026.01 | 97.4 | 71 | 71.5 | 71.2 | 70.5 | 71.3 | |
| UNeXtYear=20232026.01 | 97.1 | 73.7 | 71.2 | 72.4 | 75.5 | 75.9 | |
| U-Net++Year=20182026.01 | 97 | 67.8 | 65.9 | 66.8 | 65.4 | 66.5 | |
| MobileViTYear=20212026.01 | 96.8 | 69.5 | 68.3 | 68.9 | 67.8 | 69 | |
| U-NetYear=20152026.01 | 96.2 | 63.7 | 65.8 | 64.7 | 53.9 | 59.7 |