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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 431–440 of 14763 papers

Title	Date	Tasks	Status	Hype
Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation	Jan 1, 2024	SegmentationSemantic Segmentation	CodeCode Available	2
Learning Vision from Models Rivals Learning Vision from Data	Dec 28, 2023	Contrastive LearningImage Captioning	CodeCode Available	2
Unsupervised Universal Image Segmentation	Dec 28, 2023	Image SegmentationInstance Segmentation	CodeCode Available	2
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation	Dec 28, 2023	Real-Time Semantic SegmentationSemantic Segmentation	CodeCode Available	2
UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces	Dec 25, 2023	Image SegmentationObject	CodeCode Available	2
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation	Dec 23, 2023	DecoderImage Segmentation	CodeCode Available	2
SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process	Dec 19, 2023	DenoisingDichotomous Image Segmentation	CodeCode Available	2
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation	Dec 19, 2023	Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation	CodeCode Available	2
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention	Dec 14, 2023	Image SegmentationLesion Segmentation	CodeCode Available	2
Agent Attention: On the Integration of Softmax and Linear Attention	Dec 14, 2023	Computational Efficiencyimage-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