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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4141–4150 of 14763 papers

Title	Date	Tasks	Status	Hype
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving	Feb 28, 2022	Autonomous DrivingDomain Generalization	CodeCode Available	1
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving	Sep 23, 2023	Autonomous DrivingDomain Generalization	CodeCode Available	1
Lite Vision Transformer with Enhanced Self-Attention	Dec 20, 2021	Panoptic SegmentationSegmentation	CodeCode Available	1
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	Apr 28, 2021	Depth EstimationDepth Prediction	CodeCode Available	1
FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views	Dec 5, 2022	Knowledge DistillationModel Compression	CodeCode Available	1
Domain Adaptive Semantic Segmentation without Source Data	Oct 13, 2021	SegmentationSemantic Segmentation	CodeCode Available	1
Bounding Box Tightness Prior for Weakly Supervised Image Segmentation	Oct 3, 2021	Image SegmentationMultiple Instance Learning	CodeCode Available	1
Few Shot Medical Image Segmentation with Cross Attention Transformer	Mar 24, 2023	Few-Shot LearningImage Segmentation	CodeCode Available	1
An End-to-End Computer Vision Methodology for Quantitative Metallography	Apr 22, 2021	Anomaly DetectionImage Inpainting	CodeCode Available	1
Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation	Jun 19, 2023	Instance SegmentationPanoptic Segmentation	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