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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3611–3620 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation	Aug 8, 2022	Image SegmentationMedical Image Segmentation	CodeCode Available	1	5
Learning Universal Shape Dictionary for Realtime Instance Segmentation	Dec 2, 2020	Explainable ModelsGPU	CodeCode Available	1	5
Learning Versatile Neural Architectures by Propagating Network Codes	Mar 24, 2021	Image SegmentationNeural Architecture Search	CodeCode Available	1	5
Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation	Apr 9, 2020	RGBD Semantic SegmentationSegmentation	CodeCode Available	1	5
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding	Nov 9, 2015	Decision MakingDecoder	CodeCode Available	1	5
Learning Where to Learn in Cross-View Self-Supervised Learning	Mar 28, 2022	object-detectionObject Detection	CodeCode Available	1	5
Amodal Intra-class Instance Segmentation: Synthetic Datasets and Benchmark	Mar 12, 2023	Amodal Instance SegmentationInstance Segmentation	CodeCode Available	1	5
Learning What to Learn for Video Object Segmentation	Mar 25, 2020	Few-Shot LearningObject	CodeCode Available	1	5
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes	Dec 24, 2018	Autonomous DrivingDomain Adaptation	CodeCode Available	1	5
Adaptive Superpixel for Active Learning in Semantic Segmentation	Mar 29, 2023	Active LearningSegmentation	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