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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1291–1300 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds	Jun 1, 2021	3D Semantic SegmentationDecoder	CodeCode Available	1	5
CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature Fusion	Nov 24, 2022	SegmentationSemantic Segmentation	CodeCode Available	1	5
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture	May 28, 2024	image-classificationImage Classification	CodeCode Available	1	5
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation	Oct 11, 2022	6D Pose Estimation6D Pose Estimation using RGB	CodeCode Available	1	5
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement	May 6, 2020	4kLand Cover Classification	CodeCode Available	1	5
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation	Mar 15, 2024	Brain Tumor SegmentationImage Segmentation	CodeCode Available	1	5
Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning	Jun 25, 2024	Domain AdaptationImage Segmentation	CodeCode Available	1	5
CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler Annotations	May 4, 2020	Autonomous DrivingSemantic Segmentation	CodeCode Available	1	5
AeroRIT: A New Scene for Hyperspectral Image Analysis	Dec 17, 2019	Hyperspectral image analysisImage Super-Resolution	CodeCode Available	1	5
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks	Mar 11, 2020	Scene SegmentationSegmentation	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