Table 2 Comparisons of model performances with B=8
From: Microscopy cell nuclei segmentation with enhanced U-Net
U-Net | U-Net++ ∗ | U-Net+ (T.C.) | U-Net+ (U.S.) | |
|---|---|---|---|---|
Ave. IOU (m±s) | 0.526±0.170 | 0.564±0.181 | 0.572±0.179 | 0.567±0.177 |
Ave. precision (%) | 59.5 | 63.0 | 62.5 | 62.4 |
No. of weights (M) | 0.486 | 0.566 | 0.484 | 0.435 |
GPU infer. time (ms/patch) | 9.5 | 14.1 | 12.4 | 14.0 |