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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3731–3740 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
MMDetection: Open MMLab Detection Toolbox and Benchmark	Jun 17, 2019	BenchmarkingInstance Segmentation	CodeCode Available	1	5
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation	Dec 11, 2023	Domain AdaptationDomain Generalization	CodeCode Available	1	5
The ApolloScape Open Dataset for Autonomous Driving and its Application	Mar 16, 2018	Autonomous DrivingInstance Segmentation	CodeCode Available	1	5
Make One-Shot Video Object Segmentation Efficient Again	Dec 3, 2020	Objectobject-detection	CodeCode Available	1	5
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond	Apr 30, 2020	Image RegistrationImage Segmentation	CodeCode Available	1	5
Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing	Jul 18, 2020	Scene ParsingSemantic Segmentation	CodeCode Available	1	5
The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation	Jan 6, 2023	BenchmarkingCrop Classification	CodeCode Available	1	5
Extract Free Dense Labels from CLIP	Dec 2, 2021	Novel ConceptsOpen Vocabulary Panoptic Segmentation	CodeCode Available	1	5
Vector Quantized Bayesian Neural Network Inference for Data Streams	Jul 12, 2019	Semantic Segmentation	CodeCode Available	1	5
MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding	Feb 15, 2024	3D Part Segmentation3D Semantic Segmentation	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