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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1911–1920 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Focal Self-attention for Local-Global Interactions in Vision Transformers	Jul 1, 2021	image-classificationImage Classification	CodeCode Available	1	5
End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agent	Apr 12, 2022	Autonomous DrivingMulti-Task Learning	CodeCode Available	1	5
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation	Sep 5, 2024	Data AugmentationImage Segmentation	CodeCode Available	1	5
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation	Dec 13, 2020	Domain AdaptationSemantic Segmentation	CodeCode Available	1	5
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds	Mar 11, 2020	Instance SegmentationMulti-Task Learning	CodeCode Available	1	5
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation	Jul 20, 2021	Domain AdaptationSemantic Segmentation	CodeCode Available	1	5
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions	Aug 31, 2019	Image SegmentationLesion Segmentation	CodeCode Available	1	5
Group-Wise Learning for Weakly Supervised Semantic Segmentation	Dec 1, 2021	Graph Neural NetworkObject Localization	CodeCode Available	1	5
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space	Mar 10, 2021	Domain GeneralizationFederated Learning	CodeCode Available	1	5
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving	Feb 28, 2022	Autonomous DrivingDomain Generalization	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