ML Research Wiki / Benchmarks / Semantic Segmentation / Trans10K

Trans10K

Semantic Segmentation Benchmark

Performance Over Time

📊 Showing 14 results | 📏 Metric: mIoU

Top Performing Models

Rank Model Paper mIoU Date Code
1 Trans4Trans (M) Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World 0.00 2021-07-07 📦 jamycheung/Trans4Trans
2 Trans4Trans (S) Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World 0.00 2021-07-07 📦 jamycheung/Trans4Trans
3 Trans2Seg Segmenting Transparent Object in the Wild with Transformer 0.00 2021-01-21 📦 BR-IDL/PaddleViT 📦 xieenze/Trans2Seg
4 Trans2Lab Segmenting Transparent Objects in the Wild 0.00 2020-03-31 📦 xieenze/Segment_Transparent_Objects
5 DeepLabV3+ Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation 0.00 2018-02-07 📦 tensorflow/models 📦 tensorflow/models 📦 open-mmlab/mmsegmentation
6 DANet Dual Attention Network for Scene Segmentation 0.00 2018-09-09 📦 xmu-xiaoma666/External-Attention-pytorch 📦 open-mmlab/mmsegmentation 📦 PaddlePaddle/PaddleSeg
7 Trans4Trans (T) Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World 0.00 2021-07-07 📦 jamycheung/Trans4Trans
8 PSPNet Pyramid Scene Parsing Network 0.00 2016-12-04 📦 tensorflow/models 📦 tensorflow/models 📦 open-mmlab/mmsegmentation
9 OCNet OCNet: Object Context Network for Scene Parsing 0.00 2018-09-04 📦 open-mmlab/mmsegmentation 📦 openseg-group/openseg.pytorch 📦 PkuRainBow/OCNet
10 FCN Fully Convolutional Networks for Semantic Segmentation 0.00 2014-11-14 📦 pochih/fcn-pytorch 📦 andyzeng/apc-vision-toolbox 📦 martinkersner/py_img_seg_eval

All Papers (14)