HarDNet-DFUS

Reported on 5 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.

Medical5 results

Medical Image SegmentationonKvasir-SEG
mIoU· 2022-09-15
0.8894
best: 0.9065 (EffiSegNet-B5)
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation arXiv:2209.07313
Medical Image SegmentationonKvasir-SEG
mean Dice· 2022-09-15
0.9363
best: 0.9502 (DUCK-Net)
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation arXiv:2209.07313
Medical Image SegmentationonETIS-LARIBPOLYPDB
mean Dice· 2022-09-15
0.73
best: 0.9572 (RAPUNet)
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation arXiv:2209.07313
Medical Image SegmentationonCVC-ColonDB
mean Dice· 2022-09-15
0.774
best: 0.9526 (RAPUNet)
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation arXiv:2209.07313
Medical Image SegmentationonCVC-ClinicDB
mean Dice· 2022-09-15
0.939
best: 0.9684 (DUCK-Net)
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation arXiv:2209.07313