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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4491–4500 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Deep Neural Networks with Box Convolutions	Dec 1, 2018	Semantic Segmentation	CodeCode Available	0	5
Deep Neural Networks Motivated by Partial Differential Equations	Apr 12, 2018	Denoisingimage-classification	CodeCode Available	0	5
Unsupervised Object Segmentation by Redrawing	May 27, 2019	ObjectSegmentation	CodeCode Available	0	5
Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset	Mar 25, 2022	Image SegmentationSegmentation	CodeCode Available	0	5
Multi-task Planar Reconstruction with Feature Warping Guidance	Nov 25, 2023	3D ReconstructionInstance Segmentation	CodeCode Available	0	5
Amodal Instance Segmentation With KINS Dataset	Jun 1, 2019	Amodal Instance SegmentationInstance Segmentation	CodeCode Available	0	5
Multi-Task Meta Learning: learn how to adapt to unseen tasks	Oct 13, 2022	Depth EstimationEdge Detection	CodeCode Available	0	5
Multi-to-Single Knowledge Distillation for Point Cloud Semantic Segmentation	Apr 28, 2023	Knowledge DistillationSemantic Segmentation	CodeCode Available	0	5
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time	Oct 1, 2024	image-classificationImage Classification	CodeCode Available	0	5
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks	Sep 18, 2017	Multi-Task LearningSegmentation	CodeCode Available	0	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