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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4671–4680 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Multigrid Neural Architectures	Nov 23, 2016	Image ClassificationSemantic Segmentation	CodeCode Available	0	5
Automatic Velocity Picking Using a Multi-Information Fusion Deep Semantic Segmentation Network	May 7, 2022	Semantic Segmentation	CodeCode Available	0	5
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos	Apr 2, 2019	Optical Flow EstimationPose Tracking	CodeCode Available	0	5
All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation	Mar 26, 2019	AllDomain Adaptation	CodeCode Available	0	5
Multi Kernel Estimation based Object Segmentation	Oct 22, 2024	ObjectSegmentation	CodeCode Available	0	5
De-coupling and De-positioning Dense Self-supervised Learning	Mar 29, 2023	Data AugmentationObject	CodeCode Available	0	5
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation	Sep 20, 2023	Image SegmentationSegmentation	CodeCode Available	0	5
Multi-encoder parse-decoder network for sequential medical image segmentation	Sep 19, 2021	DecoderImage Segmentation	CodeCode Available	0	5
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains	Jan 1, 2023	SegmentationSemantic Segmentation	CodeCode Available	0	5
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification	Jul 25, 2019	Autonomous VehiclesClassification	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