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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1391–1400 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Class-Difficulty Based Methods for Long-Tailed Visual Recognition	Jul 29, 2022	Action Classificationimage-classification	CodeCode Available	1	5
Classification Calibration for Long-tail Instance Segmentation	Oct 29, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation	Jul 17, 2020	Domain AdaptationImage-to-Image Translation	CodeCode Available	1	5
Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning	Aug 5, 2020	Model SelectionSemantic Segmentation	CodeCode Available	1	5
Associating Objects with Transformers for Video Object Segmentation	Jun 4, 2021	ObjectOne-shot visual object segmentation	CodeCode Available	1	5
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision	Jan 1, 2023	Continual LearningIncremental Learning	CodeCode Available	1	5
Dual-Attention GAN for Large-Pose Face Frontalization	Feb 17, 2020	Data AugmentationFace Generation	CodeCode Available	1	5
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline	Dec 11, 2020	DiagnosticGeneral Classification	CodeCode Available	1	5
A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration	Mar 25, 2022	image-classificationImage Classification	CodeCode Available	1	5
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching	Apr 17, 2024	Earth Observationgeo-localization	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