OpenCodePapers

semantic-segmentation-on-trans10k

Semantic Segmentation
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PaperCodemIoUGFLOPsModelNameReleaseDate
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World✓ Link75.14%34.38Trans4Trans (M)2021-07-07
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World✓ Link74.15%19.92Trans4Trans (S)2021-07-07
Segmenting Transparent Object in the Wild with Transformer✓ Link72.15%49.03Trans2Seg2021-01-21
Segmenting Transparent Objects in the Wild✓ Link69.00%61.31Trans2Lab2020-03-31
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation✓ Link68.87%37.98DeepLabV3+2018-02-07
Dual Attention Network for Scene Segmentation✓ Link68.81%198.00DANet2018-09-09
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World✓ Link68.63%10.45Trans4Trans (T)2021-07-07
Pyramid Scene Parsing Network✓ Link68.23%187.03PSPNet2016-12-04
OCNet: Object Context Network for Scene Parsing✓ Link66.31%43.31OCNet2018-09-04
DenseASPP for Semantic Segmentation in Street Scenes✓ Link63.01%36.20DenseASPP2018-06-01
Fully Convolutional Networks for Semantic Segmentation✓ Link62.75%42.23FCN2014-11-14
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation✓ Link58.40%19.91BiSeNet2018-08-02
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation✓ Link58.18%44.56RefineNet2016-11-20
ICNet for Real-Time Semantic Segmentation on High-Resolution Images✓ Link23.39%10.64ICNet2017-04-27
U-Net: Convolutional Networks for Biomedical Image Segmentation✓ Link124.55U-Net2015-05-18
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