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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4251–4260 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment	Dec 20, 2024	Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation	CodeCode Available	0	5
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs	Feb 25, 2018	Semantic Segmentation	CodeCode Available	0	5
D-InLoc++: Indoor Localization in Dynamic Environments	Sep 21, 2022	Indoor LocalizationInstance Segmentation	CodeCode Available	0	5
One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual Prompt	Apr 17, 2023	Image SegmentationOne-Shot Segmentation	CodeCode Available	0	5
Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation	Aug 7, 2023	Dimensionality ReductionImage Segmentation	CodeCode Available	0	5
DILLEMA: Diffusion and Large Language Models for Multi-Modal Augmentation	Feb 5, 2025	Autonomous Drivingcounterfactual	CodeCode Available	0	5
BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous Driving	Mar 15, 2019	2D Object DetectionAutonomous Driving	CodeCode Available	0	5
Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net Architecture	Apr 22, 2023	DecoderDiagnostic	CodeCode Available	0	5
On Boosting Semantic Street Scene Segmentation with Weak Supervision	Mar 8, 2019	GPUScene Segmentation	CodeCode Available	0	5
Dilated Residual Networks	May 28, 2017	ClassificationGeneral Classification	CodeCode Available	0	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