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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4521–4530 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
ENSTRECT: A Stage-based Approach to 2.5D Structural Damage Detection	Jan 6, 2024	3D Instance SegmentationInstance Segmentation	CodeCode Available	0	5
Deep Level Set for Box-supervised Instance Segmentation in Aerial Images	Dec 7, 2021	Box-supervised Instance SegmentationInstance Segmentation	CodeCode Available	0	5
Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling	Nov 19, 2018	Image-to-Image TranslationSemantic Segmentation	CodeCode Available	0	5
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks	Sep 18, 2017	Multi-Task LearningSegmentation	CodeCode Available	0	5
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose Encoding	Apr 17, 2024	3D Pose EstimationInstance Segmentation	CodeCode Available	0	5
Improving Network Slimming with Nonconvex Regularization	Oct 3, 2020	compressed sensingimage-classification	CodeCode Available	0	5
Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired	Mar 6, 2021	Instance SegmentationPanoptic Segmentation	CodeCode Available	0	5
Refining Semantic Segmentation with Superpixel by Transparent Initialization and Sparse Encoder	Oct 9, 2020	SegmentationSemantic Segmentation	CodeCode Available	0	5
Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation	Aug 14, 2018	Autonomous DrivingMultispectral Object Detection	CodeCode Available	0	5
Deep Learning on Home Drone: Searching for the Optimal Architecture	Sep 21, 2022	Deep LearningReal-Time Semantic Segmentation	CodeCode Available	0	5

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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