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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2521–2530 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Dense Dilated Convolutions Merging Network for Land Cover Classification	Mar 9, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition	Jul 6, 2022	Anomaly DetectionOpen Set Learning	CodeCode Available	1	5
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation	Aug 25, 2023	Domain GeneralizationSegmentation	CodeCode Available	1	5
LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer Normalization	Jan 1, 2023	image-classificationImage Classification	CodeCode Available	1	5
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning	Feb 22, 2023	Image SegmentationImage Super-Resolution	CodeCode Available	1	5
CORE: Cooperative Reconstruction for Multi-Agent Perception	Jul 21, 2023	3D Object Detectionobject-detection	CodeCode Available	1	5
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information	Jun 6, 2022	Action RecognitionSemantic Segmentation	CodeCode Available	1	5
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange	Aug 13, 2021	Domain AdaptationSegmentation	CodeCode Available	1	5
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation	Aug 27, 2022	Contrastive LearningDomain Adaptation	CodeCode Available	1	5
Co-Scale Conv-Attentional Image Transformers	Apr 13, 2021	Instance Segmentationobject-detection	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