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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4631–4640 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images	Jan 23, 2019	Pose EstimationRetrieval	CodeCode Available	0	5
Deep Extreme Cut: From Extreme Points to Object Segmentation	Nov 24, 2017	Instance SegmentationInteractive Segmentation	CodeCode Available	0	5
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving	Dec 12, 2023	3D Instance SegmentationAutonomous Driving	CodeCode Available	0	5
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal Segmentation	Dec 12, 2021	BenchmarkingInstance Segmentation	CodeCode Available	0	5
Multi-Modal Association based Grouping for Form Structure Extraction	Jul 9, 2021	DecoderForm	CodeCode Available	0	5
Multimodal-Aware Fusion Network for Referring Remote Sensing Image Segmentation	Mar 14, 2025	Image SegmentationSegmentation	CodeCode Available	0	5
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation Network	Feb 3, 2024	Autonomous NavigationReal-Time Semantic Segmentation	CodeCode Available	0	5
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation	Aug 28, 2023	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
Deep Domain Isolation and Sample Clustered Federated Learning for Semantic Segmentation	Oct 4, 2024	Federated LearningSemantic Segmentation	CodeCode Available	0	5
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training	Sep 21, 2023	Contrastive LearningDecoder	CodeCode Available	0	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