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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4001–4010 of 14763 papers

Title	Date	Tasks	Status	Hype
LVIS: A Dataset for Large Vocabulary Instance Segmentation	Aug 8, 2019	Instance SegmentationObject	CodeCode Available	1
Incremental Learning Techniques for Semantic Segmentation	Jul 31, 2019	Disjoint 10-1Disjoint 15-1	CodeCode Available	1
Grid Saliency for Context Explanations of Semantic Segmentation	Jul 30, 2019	image-classificationImage Classification	CodeCode Available	1
BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos	Jul 26, 2019	Data AugmentationObject Tracking	CodeCode Available	1
Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation	Jul 25, 2019	Image SegmentationSegmentation	CodeCode Available	1
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation	Jul 24, 2019	SegmentationSemantic Segmentation	CodeCode Available	1
Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation	Jul 16, 2019	Image SegmentationLeft Atrium Segmentation	CodeCode Available	1
Separable Convolutional LSTMs for Faster Video Segmentation	Jul 16, 2019	GPUImage Segmentation	CodeCode Available	1
Vector Quantized Bayesian Neural Network Inference for Data Streams	Jul 12, 2019	Semantic Segmentation	CodeCode Available	1
Deep Active Learning for Axon-Myelin Segmentation on Histology Data	Jul 11, 2019	Active LearningAnatomy	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