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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3801–3810 of 14763 papers

Title	Date	Tasks	Status	Hype
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation	Sep 16, 2022	ObjectSemantic Segmentation	CodeCode Available	1
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets	Jul 28, 2024	image-classificationImage Classification	CodeCode Available	1
Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones	Mar 10, 2021	Knowledge Distillationobject-detection	CodeCode Available	1
DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy	Jul 2, 2025	Data AugmentationGeneralized Referring Expression Segmentation	CodeCode Available	1
Anabranch Network for Camouflaged Object Segmentation	May 20, 2021	BenchmarkingCamouflaged Object Segmentation	CodeCode Available	1
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images	May 22, 2023	Semantic Segmentation	CodeCode Available	1
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data	Mar 1, 2023	Data AugmentationMedical Image Analysis	CodeCode Available	1
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement	Sep 20, 2021	Image-level Supervised Instance SegmentationInstance Segmentation	CodeCode Available	1
3D-to-2D Distillation for Indoor Scene Parsing	Apr 6, 2021	Scene ParsingSemantic Parsing	CodeCode Available	1
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning	Oct 3, 2022	ClusteringDepth Estimation	CodeCode Available	1

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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