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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2461–2470 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Deep learning approach to left ventricular non-compaction measurement	Nov 30, 2020	CPUDeep Learning	CodeCode Available	1	5
Inter-Region Affinity Distillation for Road Marking Segmentation	Apr 11, 2020	Knowledge DistillationLane Detection	CodeCode Available	1	5
High-Resolution Representations for Labeling Pixels and Regions	Apr 9, 2019	Face AlignmentFacial Landmark Detection	CodeCode Available	1	5
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels	May 12, 2020	Autonomous Drivingclass-incremental learning	CodeCode Available	1	5
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks	Feb 4, 2023	Adversarial AttackAdversarial Robustness	CodeCode Available	1	5
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation	Apr 6, 2021	SegmentationSemantic Segmentation	CodeCode Available	1	5
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning	Jul 15, 2020	Data AugmentationSegmentation	CodeCode Available	1	5
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation	Mar 2, 2022	Semantic SegmentationWeakly supervised Semantic Segmentation	CodeCode Available	1	5
CRIS: CLIP-Driven Referring Image Segmentation	Nov 30, 2021	Contrastive LearningDecoder	CodeCode Available	1	5
High-Resolution Swin Transformer for Automatic Medical Image Segmentation	Jul 23, 2022	Brain Tumor SegmentationDecoder	CodeCode Available	1	5

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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