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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3101–3110 of 14763 papers

Title	Date	Tasks	Status	Hype
Visual Parser: Representing Part-whole Hierarchies with Transformers	Jul 13, 2021	DecoderImage Classification	CodeCode Available	1
NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale	Jul 13, 2021	Instance SegmentationRepresentation Learning	CodeCode Available	1
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB	Jul 12, 2021	Robotic GraspingSegmentation	CodeCode Available	1
Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Terms	Jul 12, 2021	Instance Segmentationobject-detection	CodeCode Available	1
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation	Jul 12, 2021	DecoderImage Segmentation	CodeCode Available	1
Geographical Knowledge-driven Representation Learning for Remote Sensing Images	Jul 12, 2021	object-detectionObject Detection	CodeCode Available	1
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation	Jul 12, 2021	3D Unsupervised Domain AdaptationData Augmentation	CodeCode Available	1
A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation	Jul 11, 2021	ClusteringImage Segmentation	CodeCode Available	1
Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation	Jul 10, 2021	AnatomyDomain Adaptation	CodeCode Available	1
Form2Seq : A Framework for Higher-Order Form Structure Extraction	Jul 9, 2021	FormSemantic 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