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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4251–4260 of 14763 papers

Title	Date	Tasks	Status	Hype
Fast semantic segmentation of 3d point clouds with strongly varying density	Mar 7, 2016	ClassificationGeneral Classification	—Unverified	0
Fast Single-shot Ship Instance Segmentation Based on Polar Template Mask in Remote Sensing Images	Aug 28, 2020	Instance Segmentationobject-detection	—Unverified	0
Task-Assisted Domain Adaptation with Anchor Tasks	Aug 16, 2019	Depth EstimationDomain Adaptation	—Unverified	0
Disentangled Latent Transformer for Interpretable Monocular Height Estimation	Jan 17, 2022	Semantic SegmentationUnsupervised Semantic Segmentation	—Unverified	0
Adaptive Generalization for Semantic Segmentation	Sep 29, 2021	SegmentationSemantic Segmentation	—Unverified	0
Discwise Active Learning for LiDAR Semantic Segmentation	Sep 23, 2023	Active LearningLIDAR Semantic Segmentation	—Unverified	0
Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning	Mar 18, 2025	DecoderDiversity	—Unverified	0
AnchorDP3: 3D Affordance Guided Sparse Diffusion Policy for Robotic Manipulation	Jun 24, 2025	Multi-Task LearningSemantic Segmentation	—Unverified	0
Discriminative Re-ranking of Diverse Segmentations	Jun 1, 2013	Image SegmentationRe-Ranking	—Unverified	0
Fast Recurrent Fully Convolutional Networks for Direct Perception in Autonomous Driving	Nov 17, 2017	Autonomous DrivingGeneral Classification	—Unverified	0

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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