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Semantic Segmentation

Papers

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Showing 3431–3440 of 14763 papers

Title	Date	Tasks	Status	Hype
Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation	Jan 18, 2021	3D Semantic SegmentationAutonomous Driving	CodeCode Available	1
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS	Jan 18, 2021	DecoderGPU	CodeCode Available	1
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes	Jan 15, 2021	All-day Semantic SegmentationAutonomous Vehicles	CodeCode Available	1
U-Noise: Learnable Noise Masks for Interpretable Image Segmentation	Jan 14, 2021	Decision MakingImage Segmentation	CodeCode Available	1
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels	Jan 13, 2021	image-classificationImage Classification	CodeCode Available	1
Superpixel-based Refinement for Object Proposal Generation	Jan 12, 2021	Instance SegmentationObject	CodeCode Available	1
Semantic Segmentation of Remote Sensing Images with Sparse Annotations	Jan 10, 2021	Semantic Segmentation	CodeCode Available	1
Self-Supervised Pretraining of 3D Features on any Point-Cloud	Jan 7, 2021	Objectobject-detection	CodeCode Available	1
Style Normalization and Restitution for Domain Generalization and Adaptation	Jan 3, 2021	DisentanglementDomain Adaptation	CodeCode Available	1
CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images	Jan 2, 2021	Instance SegmentationSegmentation	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