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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1141–1150 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Depth-based 6DoF Object Pose Estimation using Swin Transformer	Mar 3, 2023	6D Pose Estimation6D Pose Estimation using RGB	CodeCode Available	1	5
Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information Fusion	Jul 10, 2022	DecoderDepth Estimation	CodeCode Available	1	5
BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models	Dec 7, 2021	Image SegmentationSelf-Supervised Learning	CodeCode Available	1	5
3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation	Jun 1, 2020	3D Object Detection3D Semantic Instance Segmentation	CodeCode Available	1	5
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception	May 12, 2024	object-detectionObject Detection	CodeCode Available	1	5
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets	Jul 28, 2024	image-classificationImage Classification	CodeCode Available	1	5
Condition-Invariant Semantic Segmentation	May 27, 2023	Domain AdaptationSegmentation	CodeCode Available	1	5
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation	Jul 21, 2023	DecoderImage Segmentation	CodeCode Available	1	5
Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation	Aug 21, 2022	Domain AdaptationSegmentation	CodeCode Available	1	5
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models	May 15, 2023	3D Object DetectionImage Captioning	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	InternImage-H	Validation mIoU	62.9	—	Unverified
5	M3I Pre-training (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