Dual U-Net (Neighbor distances)

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Medical2 results

Medical Image SegmentationonFluo-C3DL-MDA231
SEG (~Mean IoU)· 2020-04-03
0.616
SOTA
Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching Strategy arXiv:2004.01486
Medical Image SegmentationonFluo-N2DL-HeLa
SEG (~Mean IoU)· 2020-04-03
0.895
SOTA
Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching Strategy arXiv:2004.01486

Computer Vision2 results

Cell SegmentationonFluo-C3DL-MDA231
SEG (~Mean IoU)· 2020-04-03
0.616
SOTA
Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching Strategy arXiv:2004.01486
Cell SegmentationonFluo-N2DL-HeLa
SEG (~Mean IoU)· 2020-04-03
0.895
SOTA
Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching Strategy arXiv:2004.01486