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Semantic Segmentation

Papers

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Showing 3841–3850 of 14763 papers

Title	Date	Tasks	Status	Hype
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation	Jul 17, 2020	Object DetectionSegmentation	CodeCode Available	1
Topology-Aware Uncertainty for Image Segmentation	Jun 9, 2023	Image SegmentationSegmentation	CodeCode Available	1
Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation	Apr 6, 2023	3D Semantic SegmentationAutonomous Driving	CodeCode Available	1
TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop Scenes	Mar 17, 2022	3D Semantic Segmentationobject-detection	CodeCode Available	1
Exploring Cross-Image Pixel Contrast for Semantic Segmentation	Jan 28, 2021	Metric LearningOptical Character Recognition (OCR)	CodeCode Available	1
Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation	May 14, 2020	Dimensionality ReductionImage Retrieval	CodeCode Available	1
Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19	Oct 26, 2020	COVID-19 DiagnosisCOVID-19 Image Segmentation	CodeCode Available	1
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track	Oct 23, 2022	SegmentationSemantic Segmentation	CodeCode Available	1
Bidirectional Learning for Domain Adaptation of Semantic Segmentation	Apr 24, 2019	Domain AdaptationImage Segmentation	CodeCode Available	1
FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling	Jul 21, 2022	DecoderFeature Upsampling	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