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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3401–3410 of 14763 papers

Title	Date	Tasks	Status	Hype
Decoupling Zero-Shot Semantic Segmentation	Dec 15, 2021	Open Vocabulary Semantic SegmentationSegmentation	CodeCode Available	1
Decoupling Common and Unique Representations for Multimodal Self-supervised Learning	Sep 11, 2023	Scene ClassificationSelf-Supervised Learning	CodeCode Available	1
Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation	Jan 29, 2025	Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation	CodeCode Available	1
Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation	Jun 18, 2022	Deep LearningImage Segmentation	CodeCode Available	1
Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis	Nov 13, 2020	SegmentationSemantic Segmentation	CodeCode Available	1
Deep Active Learning for Axon-Myelin Segmentation on Histology Data	Jul 11, 2019	Active LearningAnatomy	CodeCode Available	1
Efficient On-device Training via Gradient Filtering	Jan 1, 2023	Federated Learningimage-classification	CodeCode Available	1
Efficient Multi-Task Scene Analysis with RGB-D Transformers	Jun 8, 2023	Panoptic SegmentationScene Classification	CodeCode Available	1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation	Feb 13, 2023	DiagnosticImage Segmentation	CodeCode Available	1
EfficientPS: Efficient Panoptic Segmentation	Apr 5, 2020	Instance SegmentationPanoptic Segmentation	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