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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2991–3000 of 14763 papers

Title	Date	Tasks	Status	Hype
Calibrated Adversarial Refinement for Stochastic Semantic Segmentation	Jun 23, 2020	Semantic Segmentationvalid	CodeCode Available	1
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution	Nov 26, 2020	3D Instance SegmentationInstance Segmentation	CodeCode Available	1
DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge Distillation	May 2, 2023	Knowledge DistillationSemantic Segmentation	CodeCode Available	1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation	Feb 13, 2023	DiagnosticImage Segmentation	CodeCode Available	1
CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation	Jul 16, 2023	Instance SegmentationSemantic Segmentation	CodeCode Available	1
MetaFormer and CNN Hybrid Model for Polyp Image Segmentation	Sep 16, 2024	BenchmarkingImage Segmentation	CodeCode Available	1
Attention-based Transformation from Latent Features to Point Clouds	Dec 10, 2021	Point Cloud CompletionPoint Cloud Generation	CodeCode Available	1
Meta-Learning of Neural Architectures for Few-Shot Learning	Nov 25, 2019	Few-Shot LearningMeta-Learning	CodeCode Available	1
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation	Dec 17, 2024	Contrastive LearningImage Segmentation	CodeCode Available	1
DVIS: Decoupled Video Instance Segmentation Framework	Jun 6, 2023	Autonomous DrivingGPU	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