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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4051–4060 of 14763 papers

Title	Date	Tasks	Status	Hype
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation	Jan 24, 2019	Domain AdaptationImage Segmentation	CodeCode Available	1
Hybrid Task Cascade for Instance Segmentation	Jan 22, 2019	Instance Segmentationobject-detection	CodeCode Available	1
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation	Jan 17, 2019	Image SegmentationSegmentation	CodeCode Available	1
Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation	Jan 7, 2019	Deep LearningImage Segmentation	CodeCode Available	1
CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation	Jan 6, 2019	Image SegmentationSegmentation	CodeCode Available	1
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding	Jan 5, 2019	Domain AdaptationScene Understanding	CodeCode Available	1
Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning	Dec 26, 2018	image-classificationImage Classification	CodeCode Available	1
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes	Dec 24, 2018	Autonomous DrivingDomain Adaptation	CodeCode Available	1
Slimmable Neural Networks	Dec 21, 2018	Instance SegmentationKeypoint Detection	CodeCode Available	1
MID-Fusion: Octree-based Object-Level Multi-Instance Dynamic SLAM	Dec 19, 2018	CPUInstance 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