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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 161–170 of 14763 papers

Title	Date	Tasks	Status	Hype
XCiT: Cross-Covariance Image Transformers	Jun 17, 2021	image-classificationImage Classification	CodeCode Available	3
Vision Transformers for Dense Prediction	Mar 24, 2021	DecoderDepth Estimation	CodeCode Available	3
UNETR: Transformers for 3D Medical Image Segmentation	Mar 18, 2021	3D Medical Imaging SegmentationDecoder	CodeCode Available	3
MA-Net: A Multi-Scale Attention Network for Liver and Tumor Segmentation	Sep 21, 2020	Image SegmentationMedical Image Segmentation	CodeCode Available	3
ResNeSt: Split-Attention Networks	Apr 19, 2020	image-classificationImage Classification	CodeCode Available	3
FDA: Fourier Domain Adaptation for Semantic Segmentation	Apr 11, 2020	Domain AdaptationSegmentation	CodeCode Available	3
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform	Apr 9, 2018	Image Super-ResolutionSemantic Segmentation	CodeCode Available	3
U-Net: Convolutional Networks for Biomedical Image Segmentation	May 18, 2015	Cell SegmentationCell Tracking	CodeCode Available	3
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation	Jul 15, 2025	Image SegmentationSegmentation	CodeCode Available	2
Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster	Jun 22, 2025	DecoderImage Segmentation	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	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