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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 881–890 of 14763 papers

Title	Date	Tasks	Status	Hype
Active Negative Loss: A Robust Framework for Learning with Noisy Labels	Dec 3, 2024	Image SegmentationLearning with noisy labels	CodeCode Available	1
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning	Mar 23, 2023	ClusteringOnline Clustering	CodeCode Available	1
Active Pointly-Supervised Instance Segmentation	Jul 23, 2022	Active LearningInstance Segmentation	CodeCode Available	1
Cross-Modal Progressive Comprehension for Referring Segmentation	May 15, 2021	AttributeImage Segmentation	CodeCode Available	1
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images	Jan 1, 2022	Contrastive LearningImage Segmentation	CodeCode Available	1
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation	Jul 7, 2024	DecoderImage Segmentation	CodeCode Available	1
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation	May 24, 2024	Cross-Domain Few-ShotFew-Shot Semantic Segmentation	CodeCode Available	1
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data	Mar 1, 2023	Data AugmentationMedical Image Analysis	CodeCode Available	1
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection	Apr 22, 2019	GPUobject-detection	CodeCode Available	1
Active learning for medical image segmentation with stochastic batches	Jan 18, 2023	Active LearningDiversity	CodeCode Available	1

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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