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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4181–4190 of 14763 papers

Title	Date	Tasks	Status	Hype
An Efficiently Coupled Shape and Appearance Prior for Active Contour Segmentation	Mar 27, 2021	SegmentationSemantic Segmentation	—Unverified	0
FakeLocator: Robust Localization of GAN-Based Face Manipulations	Jan 27, 2020	Data AugmentationFace Generation	—Unverified	0
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding	Nov 27, 2023	Continual LearningContinual Semantic Segmentation	—Unverified	0
Distributional Instance Segmentation: Modeling Uncertainty and High Confidence Predictions with Latent-MaskRCNN	May 3, 2023	Instance SegmentationObject Recognition	—Unverified	0
Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation	Dec 7, 2016	Semantic SegmentationWeakly supervised Semantic Segmentation	—Unverified	0
Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation	Apr 28, 2021	Gaussian ProcessesImage Segmentation	—Unverified	0
Adaptive Masked Weight Imprinting for Few-Shot Segmentation	Feb 25, 2019	Continual LearningSemantic Segmentation	—Unverified	0
2D-Guided 3D Gaussian Segmentation	Dec 26, 2023	NeRFSegmentation	—Unverified	0
Fake it, Mix it, Segment it: Bridging the Domain Gap Between Lidar Sensors	Dec 19, 2022	Autonomous VehiclesDomain Adaptation	—Unverified	0
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution	Mar 9, 2020	GPUReal-Time Semantic Segmentation	—Unverified	0

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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