SOTAVerified

Semantic Segmentation

Papers

Showing 61516200 of 14763 papers

TitleStatusHype
Cascade R-CNN: High Quality Object Detection and Instance SegmentationCode0
A Bayesian Approach to Reinforcement Learning of Vision-Based Vehicular ControlCode0
Learning Attraction Field Representation for Robust Line Segment DetectionCode0
Efficient Yet Deep Convolutional Neural Networks for Semantic SegmentationCode0
Learning Across Tasks and DomainsCode0
A deep learning classifier for local ancestry inferenceCode0
Learning a Discriminative Feature Network for Semantic SegmentationCode0
Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention NetworkCode0
A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor SegmentationCode0
Learning Aerial Image Segmentation from Online MapsCode0
Efficient Video Object Segmentation via Network ModulationCode0
Learnable Tree Filter for Structure-preserving Feature TransformCode0
DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUsCode0
Efficient Transformer Encoders for Mask2Former-style modelsCode0
Learning Dilation Factors for Semantic Segmentation of Street ScenesCode0
Learning of Image Dehazing Models for Segmentation TasksCode0
Efficient Temporal Action Segmentation via Boundary-aware Query VotingCode0
Efficient Subclass Segmentation in Medical ImagesCode0
L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRICode0
Efficient Smoothing of Dilated Convolutions for Image SegmentationCode0
Layered Embeddings for Amodal Instance SegmentationCode0
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in TransformersCode0
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and GroupingCode0
A Novel Approach for Image Segmentation based on Histograms computed from Hue-dataCode0
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic SegmentationCode0
SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy LearningCode0
Efficient semantic image segmentation with superpixel poolingCode0
Efficient Self-Supervision using Patch-based Contrastive Learning for Histopathology Image SegmentationCode0
A Novel Adaptive Deep Network for Building Footprint SegmentationCode0
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral LatticesCode0
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable AttentionCode0
Efficient Segmentation with Texture in Ore Images Based on Box-supervised ApproachCode0
Efficient Segmentation: Learning Downsampling Near Semantic BoundariesCode0
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentationCode0
LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive ClassifierCode0
An Optimization Framework for Processing and Transfer Learning for the Brain Tumor SegmentationCode0
DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on AttentionCode0
Large-scale image segmentation based on distributed clustering algorithmsCode0
Large Scale Correlation Clustering OptimizationCode0
Large-Scale Electron Microscopy Image Segmentation in SparkCode0
Large-scale Point Cloud Semantic Segmentation with Superpoint GraphsCode0
Efficient Quantization-Aware Training on Segment Anything Model in Medical Images and Its DeploymentCode0
LDLS: 3-D Object Segmentation Through Label Diffusion From 2-D ImagesCode0
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
Laplacian Pyramid Reconstruction and Refinement for Semantic SegmentationCode0
A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labelingCode0
Large-kernel Attention for Efficient and Robust Brain Lesion SegmentationCode0
Language-Based Image Editing with Recurrent Attentive ModelsCode0
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory RequirementsCode0
Evolving Knowledge Mining for Class Incremental SegmentationCode0
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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