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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2721–2730 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Instance Consistency Regularization for Semi-Supervised 3D Instance Segmentation	Jun 24, 2024	3D Instance SegmentationInstance Segmentation	CodeCode Available	1	5
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion	Feb 4, 2022	Computational EfficiencyImage Registration	CodeCode Available	1	5
EditGAN: High-Precision Semantic Image Editing	Nov 4, 2021	SegmentationSemantic Segmentation	CodeCode Available	1	5
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search	Aug 13, 2021	GPUImage Classification	CodeCode Available	1	5
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation	Aug 28, 2023	Domain AdaptationPoint Cloud Completion	CodeCode Available	1	5
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation	Jun 12, 2023	ClusteringObject	CodeCode Available	1	5
Effective semantic segmentation in Cataract Surgery: What matters most?	Aug 13, 2021	2D Semantic Segmentation task 1 (8 classes)2D Semantic Segmentation task 2 (17 classes)	CodeCode Available	1	5
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans	Sep 10, 2020	GPUImage Segmentation	CodeCode Available	1	5
Effective Self-supervised Pre-training on Low-compute Networks without Distillation	Oct 6, 2022	AttributeInstance Segmentation	CodeCode Available	1	5
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model	Dec 29, 2021	image-classificationImage Classification	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