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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3501–3510 of 14763 papers

Title	Date	Tasks	Status	Hype
Towards Part-Based Understanding of RGB-D Scans	Dec 3, 2020	3D Instance SegmentationInstance Segmentation	CodeCode Available	1
Robust Instance Segmentation through Reasoning about Multi-Object Occlusion	Dec 3, 2020	image-classificationImage Classification	CodeCode Available	1
Learning Universal Shape Dictionary for Realtime Instance Segmentation	Dec 2, 2020	Explainable ModelsGPU	CodeCode Available	1
A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation	Dec 1, 2020	SegmentationSemantic Segmentation	CodeCode Available	1
Grabber: A tool to improve convergence in interactive image segmentation	Dec 1, 2020	Image SegmentationSegmentation	CodeCode Available	1
RANet: Region Attention Network for Semantic Segmentation	Dec 1, 2020	ObjectSegmentation	CodeCode Available	1
Deep learning approach to left ventricular non-compaction measurement	Nov 30, 2020	CPUDeep Learning	CodeCode Available	1
Prototype-based Incremental Few-Shot Semantic Segmentation	Nov 30, 2020	Few-Shot Semantic SegmentationIncremental Learning	CodeCode Available	1
End-to-End Video Instance Segmentation with Transformers	Nov 30, 2020	Instance SegmentationSegmentation	CodeCode Available	1
Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images	Nov 29, 2020	Computational EfficiencySemantic 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