PointNu-Net

Reported on 3 benchmarks across 1 task · 1 paper

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

Medical3 results

Multi-tissue Nucleus SegmentationonCoNSeP
Dice· 2021-11-01
0.822
best: 0.858 (PromptNu)
PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification arXiv:2111.01557
Multi-tissue Nucleus SegmentationonCoNSeP
Jaccard Index· 2021-11-01
0.56
best: 0.702 (PromptNu)
PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification arXiv:2111.01557
Multi-tissue Nucleus SegmentationonCoNSeP
PQ· 2021-11-01
0.545
best: 0.714 (PromptNu)
PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification arXiv:2111.01557