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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3091–3100 of 14763 papers

Title	Date	Tasks	Status	Hype
Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation	Jul 21, 2021	Image SegmentationMedical Image Analysis	CodeCode Available	1
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation	Jul 20, 2021	Domain AdaptationSemantic Segmentation	CodeCode Available	1
Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images	Jul 20, 2021	Instance SegmentationSegmentation	CodeCode Available	1
Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation	Jul 19, 2021	Continual LearningContinual Semantic Segmentation	CodeCode Available	1
LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation	Jul 19, 2021	DecoderImage Segmentation	CodeCode Available	1
Flood Segmentation on Sentinel-1 SAR Imagery with Semi-Supervised Learning	Jul 18, 2021	Disaster ResponseSemantic Segmentation	CodeCode Available	1
Dynamic Convolution for 3D Point Cloud Instance Segmentation	Jul 18, 2021	Instance SegmentationSemantic Segmentation	CodeCode Available	1
AS-MLP: An Axial Shifted MLP Architecture for Vision	Jul 18, 2021	object-detectionObject Detection	CodeCode Available	1
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks	Jul 16, 2021	Cloud RemovalEarth Observation	CodeCode Available	1
Deep Learning based Food Instance Segmentation using Synthetic Data	Jul 15, 2021	Deep LearningInstance Segmentation	CodeCode Available	1

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All datasets ADE20K NYU-Depth V2 Cityscapes test Cityscapes val ADE20K val PASCAL Context S3DIS Area5 PASCAL VOC 2012 test S3DIS ScanNet SUN-RGBD DensePASS

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	InternImage-H (M3I Pre-training)	Params (M)	1,310	—	Unverified
2	ViT-P (InternImage-H)	Validation mIoU	63.6	—	Unverified
3	ONE-PEACE	Validation mIoU	63	—	Unverified
4	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
5	InternImage-H	Validation mIoU	62.9	—	Unverified
6	BEiT-3	Validation mIoU	62.8	—	Unverified
7	EVA	Validation mIoU	62.3	—	Unverified
8	ViT-P (OneFormer, InternImage-H)	Validation mIoU	61.6	—	Unverified
9	ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)	Validation mIoU	61.5	—	Unverified
10	FD-SwinV2-G	Validation mIoU	61.4	—	Unverified