SOTAVerified

Semantic Segmentation

Papers

Showing 1265112700 of 14763 papers

TitleStatusHype
Semantic Segmentation for Urban-Scene ImagesCode0
PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic SegmentationCode0
Temporal-aware Hierarchical Mask Classification for Video Semantic SegmentationCode0
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-trainingCode0
Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field ExposureCode0
Semantic Segmentation for Autonomous Driving: Model Evaluation, Dataset Generation, Perspective Comparison, and Real-Time CapabilityCode0
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video SegmentationCode0
Multi-label Cloud Segmentation Using a Deep NetworkCode0
Visual Context-Aware Person Fall DetectionCode0
PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point CloudsCode0
PSANet: Point-wise Spatial Attention Network for Scene ParsingCode0
Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological imagesCode0
Semantic Segmentation Based Quality Control of Histopathology Whole Slide ImagesCode0
Semantic Projection Network for Zero- and Few-Label Semantic SegmentationCode0
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic SegmentationCode0
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM)Code0
Semantic Instance Segmentation with a Discriminative Loss FunctionCode0
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease ClassificationCode0
Unifying Light Field Perception with Field of ParallaxCode0
Normalization in Training U-Net for 2D Biomedical Semantic SegmentationCode0
Prototypical Contrast Adaptation for Domain Adaptive Semantic SegmentationCode0
Prototype Learning for Out-of-Distribution Polyp SegmentationCode0
Semantic Instance Segmentation via Deep Metric LearningCode0
Temporal Transductive Inference for Few-Shot Video Object SegmentationCode0
Semantic Information in Contrastive LearningCode0
Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object SegmentationCode0
TE-NeXt: A LiDAR-Based 3D Sparse Convolutional Network for Traversability EstimationCode0
Prompting Vision-Language Model for Nuclei Instance Segmentation and ClassificationCode0
Prompting Diffusion Representations for Cross-Domain Semantic SegmentationCode0
TensorMask: A Foundation for Dense Object SegmentationCode0
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat RecognitionCode0
Semantic Image Synthesis via Class-Adaptive Cross-AttentionCode0
TernausNetV2: Fully Convolutional Network for Instance SegmentationCode0
Multi Kernel Estimation based Object SegmentationCode0
Weak Supervision in Convolutional Neural Network for Semantic Segmentation of Diffuse Lung Diseases Using Partially Annotated DatasetCode0
UniMOS: A Universal Framework For Multi-Organ Segmentation Over Label-Constrained DatasetsCode0
semantic image synthesis of anime characters based on conditional generative adversarial networksCode0
Rethinking 3D LiDAR Point Cloud SegmentationCode0
UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial AttacksCode0
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI ApproachCode0
Semantic Image Segmentation via Deep Parsing NetworkCode0
Visual Material Characteristics Learning for Circular HealthcareCode0
Semantic Foreground Inpainting from Weak SupervisionCode0
Semantic-embedded Similarity Prototype for Scene RecognitionCode0
Nonlinear Markov Random Fields Learned via BackpropagationCode0
Semantic Edge Detection with Diverse Deep SupervisionCode0
Semantic Correlation Promoted Shape-Variant Context for SegmentationCode0
Prohibited Items Segmentation via Occlusion-aware Bilayer ModelingCode0
Test-Time Optimization for Domain Adaptive Open Vocabulary SegmentationCode0
Test Time Training for 4D Medical Image InterpolationCode0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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