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Models/DoubleUNet

DoubleUNet

Reported on 11 benchmarks across 3 tasks · 1 paper · 7 SOTA

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

Medical9 results

Medical Image Segmentationon2015 MICCAI Polyp Detection
Dice· 2020-06-08
0.7649
SOTA
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868
Medical Image Segmentationon2018 Data Science Bowl
Dice· 2020-06-08
0.9133
best: 92.79 (ReN-UNet)
SOTA
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868
Medical Image Segmentationon2018 Data Science Bowl
Precision· 2020-06-08
0.9596
SOTA
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868
Medical Image Segmentationon2018 Data Science Bowl
Recall· 2020-06-08
0.6407
best: 0.9402 (MSRF-Net)
SOTA
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868
Medical Image SegmentationonCVC-ClinicDB
mean Dice· 2020-06-08
0.9239
best: 0.9684 (DUCK-Net)
SOTA
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868
Semantic SegmentationonKvasir-Instrument
DSC· 2020-06-08
0.9038
SOTA
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868
Medical Image SegmentationonKvasir-Instrument
DSC· 2020-06-08
0.9038
best: 0.948 (efficientnetb1)
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868
Medical Image Segmentationon2018 Data Science Bowl
mIoU· 2020-06-08
0.8407
best: 87.22 (ReN-UNet)
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868
Semantic SegmentationonKvasir-Instrument
mIoU· 2020-06-08
0.843
best: 0.8578 (UNet)
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868

Audio2 results

10-shot image generationonKvasir-Instrument
DSC· 2020-06-08
0.9038
SOTA
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868
10-shot image generationonKvasir-Instrument
mIoU· 2020-06-08
0.843
best: 0.8578 (UNet)
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation arXiv:2006.04868