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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 641–650 of 14763 papers

Title	Date	Tasks	Status	Hype
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers	Mar 5, 2022	Semantic SegmentationWeakly supervised Semantic Segmentation	CodeCode Available	2
Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic Grasping	Apr 9, 2024	Image RetrievalObject	CodeCode Available	2
Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling	Jul 6, 2021	SegmentationSemantic Segmentation	CodeCode Available	2
Learning Vision from Models Rivals Learning Vision from Data	Dec 28, 2023	Contrastive LearningImage Captioning	CodeCode Available	2
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels	Mar 5, 2024	Pseudo LabelSemantic Segmentation	CodeCode Available	2
Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation	Jan 1, 2024	SegmentationSemantic Segmentation	CodeCode Available	2
Cross-Image Relational Knowledge Distillation for Semantic Segmentation	Apr 14, 2022	Knowledge DistillationSegmentation	CodeCode Available	2
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation	Oct 30, 2024	Domain AdaptationDomain Generalization	CodeCode Available	2
Locality Alignment Improves Vision-Language Models	Oct 14, 2024	Semantic SegmentationSpatial Reasoning	CodeCode Available	2
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention	Mar 13, 2023	image-classificationImage Classification	CodeCode Available	2

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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