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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4401–4410 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands	Oct 23, 2019	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
Dense cellular segmentation for EM using 2D–3D neural network ensembles	Jan 28, 2021	3D Semantic SegmentationElectron Microscopy Image Segmentation	CodeCode Available	0	5
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning	Sep 20, 2024	Language ModelingLanguage Modelling	CodeCode Available	0	5
DenseASPP for Semantic Segmentation in Street Scenes	Jun 1, 2018	Autonomous DrivingImage Segmentation	CodeCode Available	0	5
Dense and Low-Rank Gaussian CRFs Using Deep Embeddings	Oct 1, 2017	GPUHuman Part Segmentation	CodeCode Available	0	5
Neural networks for topology optimization	Sep 27, 2017	DecoderDeep Learning	CodeCode Available	0	5
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN Models	Jan 1, 2023	image-classificationImage Classification	CodeCode Available	0	5
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging Data	Jan 28, 2023	Binary ClassificationClassification	CodeCode Available	0	5
Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal Distillation	Sep 20, 2023	3D Scene ReconstructionDepth Estimation	CodeCode Available	0	5
Adapting Deep Network Features to Capture Psychological Representations	Aug 6, 2016	Object RecognitionScene Understanding	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