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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3581–3590 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition	Jul 6, 2022	Anomaly DetectionOpen Set Learning	CodeCode Available	1	5
Learning Non-target Knowledge for Few-shot Semantic Segmentation	May 10, 2022	Contrastive LearningFew-Shot Semantic Segmentation	CodeCode Available	1	5
SeSame: Simple, Easy 3D Object Detection with Point-Wise Semantics	Mar 11, 2024	2D Object Detection3D Object Detection	CodeCode Available	1	5
Learning Quality-aware Dynamic Memory for Video Object Segmentation	Jul 16, 2022	SegmentationSemantic Segmentation	CodeCode Available	1	5
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation	Jul 30, 2020	ClusteringInstance Segmentation	CodeCode Available	1	5
Less is More: Towards Efficient Few-shot 3D Semantic Segmentation via Training-free Networks	Aug 24, 2023	3D Semantic SegmentationFew-shot 3D semantic segmentation	CodeCode Available	1	5
Learning Saliency Propagation for Semi-Supervised Instance Segmentation	Jun 1, 2020	Instance Segmentationobject-detection	CodeCode Available	1	5
Bridge the Points: Graph-based Few-shot Segment Anything Semantically	Oct 9, 2024	Few-Shot Semantic SegmentationSemantic Segmentation	CodeCode Available	1	5
Adaptive Superpixel for Active Learning in Semantic Segmentation	Mar 29, 2023	Active LearningSegmentation	CodeCode Available	1	5
Dense Contrastive Learning for Self-Supervised Visual Pre-Training	Nov 18, 2020	Contrastive Learningimage-classification	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