MILD-Net (e)

Reported on 3 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

Colorectal Gland Segmentation:onCRAG
F1-score· 2018-06-05
0.869
best: 0.881 (PatchCL)
SOTA
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images arXiv:1806.01963
Colorectal Gland Segmentation:onCRAG
Dice· 2018-06-05
0.883
best: 0.892 (PatchCL)
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images arXiv:1806.01963
Colorectal Gland Segmentation:onCRAG
Hausdorff Distance (mm)· 2018-06-05
146.2
best: 318.9 (VF-CNN (C4))
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images arXiv:1806.01963