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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 721–730 of 14763 papers

Title	Date	Tasks	Status	Hype
DeepGCNs: Making GCNs Go as Deep as CNNs	Oct 15, 2019	3D Point Cloud Classification3D Semantic Segmentation	CodeCode Available	2
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks	Oct 8, 2019	Dimensionality Reductionimage-classification	CodeCode Available	2
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation	Sep 24, 2019	DecoderObject	CodeCode Available	2
Asymmetric Non-local Neural Networks for Semantic Segmentation	Aug 21, 2019	GPUSegmentation	CodeCode Available	2
Interlaced Sparse Self-Attention for Semantic Segmentation	Jul 29, 2019	SegmentationSemantic Segmentation	CodeCode Available	2
The Replica Dataset: A Digital Replica of Indoor Spaces	Jun 13, 2019	3D Scene ReconstructionInstruction Following	CodeCode Available	2
Global Context for Convolutional Pose Machines	Jun 10, 2019	Pose EstimationSemantic Segmentation	CodeCode Available	2
Co-Occurrent Features in Semantic Segmentation	Jun 1, 2019	SegmentationSemantic Segmentation	CodeCode Available	2
Video Instance Segmentation	May 12, 2019	Instance SegmentationSegmentation	CodeCode Available	2
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks	Apr 18, 2019	3D Semantic Segmentation4D Spatio Temporal Semantic Segmentation	CodeCode Available	2

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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	InternImage-H	Validation mIoU	62.9	—	Unverified
5	M3I Pre-training (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