SOTAVerified

Semantic Segmentation

Papers

Showing 31513175 of 14763 papers

TitleStatusHype
BuildingNet: Learning to Label 3D BuildingsCode1
Cross-Modal Progressive Comprehension for Referring SegmentationCode1
Grounding Everything: Emerging Localization Properties in Vision-Language TransformersCode1
Learning Statistical Texture for Semantic SegmentationCode1
Auto-Compressing Subset Pruning for Semantic Image SegmentationCode1
Decoupled Dynamic Filter NetworksCode1
Annotation-efficient deep learning for automatic medical image segmentationCode1
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic SegmentationCode1
A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation ImageryCode1
Group-Wise Learning for Weakly Supervised Semantic SegmentationCode1
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point CloudCode1
GrowSP: Unsupervised Semantic Segmentation of 3D Point CloudsCode1
Crossover Learning for Fast Online Video Instance SegmentationCode1
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic ImagesCode1
Decoupled Local Aggregation for Point Cloud LearningCode1
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image SegmentationCode1
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual TasksCode1
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic SegmentationCode1
Guided Slot Attention for Unsupervised Video Object SegmentationCode1
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp SegmentationCode1
Learning Texture Invariant Representation for Domain Adaptation of Semantic SegmentationCode1
Building Extraction from Remote Sensing Images via an Uncertainty-Aware NetworkCode1
DenseMTL: Cross-task Attention Mechanism for Dense Multi-task LearningCode1
Cross-View Image Synthesis using Conditional GANsCode1
Decomposing 3D Scenes into Objects via Unsupervised Volume SegmentationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified