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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3211–3220 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Deep Clustering for Unsupervised Learning of Visual Features	Jul 15, 2018	ClusteringDeep Clustering	CodeCode Available	1	5
Hierarchical Semantic Contrast for Weakly Supervised Semantic Segmentation	Aug 1, 2023	Semantic SegmentationWeakly supervised Semantic Segmentation	CodeCode Available	1	5
Recall Loss for Imbalanced Image Classification and Semantic Segmentation	Jan 1, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks	Aug 2, 2021	2D Semantic SegmentationGraph Neural Network	CodeCode Available	1	5
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding	Jan 5, 2019	Domain AdaptationScene Understanding	CodeCode Available	1	5
AIO-P: Expanding Neural Performance Predictors Beyond Image Classification	Nov 30, 2022	2D Human Pose EstimationClassification	CodeCode Available	1	5
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs	Mar 4, 2021	Node ClassificationSegmentation	CodeCode Available	1	5
Learning Where to Learn in Cross-View Self-Supervised Learning	Mar 28, 2022	object-detectionObject Detection	CodeCode Available	1	5
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation	Mar 3, 2022	Domain AdaptationImage Segmentation	CodeCode Available	1	5
Learning with Explicit Shape Priors for Medical Image Segmentation	Mar 31, 2023	Image SegmentationMedical Image Analysis	CodeCode Available	1	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