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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2151–2160 of 14763 papers

Title	Date	Tasks	Status	Hype
Towards Practical Plug-and-Play Diffusion Models	Dec 12, 2022	Depth EstimationImage Generation	CodeCode Available	1
DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering	Dec 12, 2022	ClusteringGraph Neural Network	CodeCode Available	1
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation	Dec 11, 2022	Contrastive LearningImage Generation	CodeCode Available	1
Source-free Depth for Object Pop-out	Dec 10, 2022	Objectobject-detection	CodeCode Available	1
Benchmarking Self-Supervised Learning on Diverse Pathology Datasets	Dec 9, 2022	BenchmarkingClassification	CodeCode Available	1
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud	Dec 9, 2022	ColorizationPseudo Label	CodeCode Available	1
Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation	Dec 9, 2022	Semantic SegmentationSemi-Supervised Semantic Segmentation	CodeCode Available	1
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning	Dec 9, 2022	Contrastive Learningimage-classification	CodeCode Available	1
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder	Dec 8, 2022	Few-Shot LearningSegmentation	CodeCode Available	1
Latent Graph Representations for Critical View of Safety Assessment	Dec 8, 2022	AnatomyGraph Neural Network	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