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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2801–2810 of 14763 papers

Title	Date	Tasks	Status	Hype
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation	Dec 23, 2024	Few-Shot LearningFew-Shot Semantic Segmentation	CodeCode Available	1
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling	Jun 19, 2021	DiagnosticImage Segmentation	CodeCode Available	1
Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation	Mar 2, 2023	Semantic SegmentationSemi-Supervised Semantic Segmentation	CodeCode Available	1
A Strong Baseline for Generalized Few-Shot Semantic Segmentation	Nov 25, 2022	Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation	CodeCode Available	1
Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion	Aug 11, 2021	Representation LearningSemantic Segmentation	CodeCode Available	1
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization	Nov 28, 2022	Novel View SynthesisObject	CodeCode Available	1
Learning Equivariant Segmentation with Instance-Unique Querying	Oct 3, 2022	Instance SegmentationSemantic Segmentation	CodeCode Available	1
Conformer: Local Features Coupling Global Representations for Visual Recognition	May 9, 2021	Image ClassificationInstance Segmentation	CodeCode Available	1
Learning Fast and Robust Target Models for Video Object Segmentation	Feb 27, 2020	One-shot visual object segmentationSegmentation	CodeCode Available	1
Addressing Failure Prediction by Learning Model Confidence	Oct 1, 2019	image-classificationImage Classification	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	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