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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3671–3680 of 14763 papers

Title	Date	Tasks	Status	Hype
Improving Semantic Segmentation via Decoupled Body and Edge Supervision	Jul 20, 2020	ObjectSegmentation	CodeCode Available	1
Integrative Analysis for COVID-19 Patient Outcome Prediction	Jul 20, 2020	Computed Tomography (CT)COVID-19 Diagnosis	CodeCode Available	1
Learning Gaussian Instance Segmentation in Point Clouds	Jul 20, 2020	3D Instance SegmentationInstance Segmentation	CodeCode Available	1
Deep Learning Based Brain Tumor Segmentation: A Survey	Jul 18, 2020	Brain Tumor SegmentationDeep Learning	CodeCode Available	1
Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing	Jul 18, 2020	Scene ParsingSemantic Segmentation	CodeCode Available	1
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation	Jul 17, 2020	Object DetectionSegmentation	CodeCode Available	1
DACS: Domain Adaptation via Cross-domain Mixed Sampling	Jul 17, 2020	Domain AdaptationSemantic Segmentation	CodeCode Available	1
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation	Jul 17, 2020	Domain AdaptationImage-to-Image Translation	CodeCode Available	1
Boundary-preserving Mask R-CNN	Jul 17, 2020	Instance SegmentationObject	CodeCode Available	1
Unseen Object Instance Segmentation for Robotic Environments	Jul 16, 2020	Instance SegmentationObject	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