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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3561–3570 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation	Jan 1, 2021	Domain AdaptationSegmentation	CodeCode Available	1	5
Learning Fast and Robust Target Models for Video Object Segmentation	Feb 27, 2020	One-shot visual object segmentationSegmentation	CodeCode Available	1	5
ShareCMP: Polarization-Aware RGB-P Semantic Segmentation	Dec 6, 2023	Semantic Segmentation	CodeCode Available	1	5
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation	Jul 26, 2021	DecoderImage Segmentation	CodeCode Available	1	5
BARS: A Benchmark for Airport Runway Segmentation	Oct 24, 2022	Instance SegmentationSegmentation	CodeCode Available	1	5
Learning from Noisy Pseudo-labels for All-Weather Land Cover Mapping	Apr 18, 2025	AllImage Segmentation	CodeCode Available	1	5
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images	Apr 17, 2024	Domain AdaptationEarth Observation	CodeCode Available	1	5
Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks	Apr 17, 2021	ClusteringImage Segmentation	CodeCode Available	1	5
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2	Nov 12, 2021	Deep LearningInstance Segmentation	CodeCode Available	1	5
Adaptive Superpixel for Active Learning in Semantic Segmentation	Mar 29, 2023	Active LearningSegmentation	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