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Semantic Segmentation

Papers

Showing 29763000 of 14763 papers

TitleStatusHype
Dynamic Focus-aware Positional Queries for Semantic SegmentationCode1
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic SegmentationCode1
Convex Hull-based Algebraic Constraint for Visual Quadric SLAMCode1
Dynamic Fusion Module Evolves Drivable Area and Road Anomaly Detection: A Benchmark and AlgorithmsCode1
Dynamic Convolution for 3D Point Cloud Instance SegmentationCode1
MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for EchocardiographyCode1
360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse NetworkCode1
Dynamic Dictionary Learning for Remote Sensing Image SegmentationCode1
Dynamic Graph CNN for Learning on Point CloudsCode1
Dynamic Neural Representational Decoders for High-Resolution Semantic SegmentationCode1
ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image SegmentationCode1
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic SegmentationCode1
Deep Active Learning for Axon-Myelin Segmentation on Histology DataCode1
DVIS++: Improved Decoupled Framework for Universal Video SegmentationCode1
ConvNet Architecture Search for Spatiotemporal Feature LearningCode1
Calibrated Adversarial Refinement for Stochastic Semantic SegmentationCode1
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic ConvolutionCode1
DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge DistillationCode1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance SegmentationCode1
MetaFormer and CNN Hybrid Model for Polyp Image SegmentationCode1
Attention-based Transformation from Latent Features to Point CloudsCode1
Meta-Learning of Neural Architectures for Few-Shot LearningCode1
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image SegmentationCode1
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
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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