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Semantic Segmentation

Papers

Showing 22512300 of 14763 papers

TitleStatusHype
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation0
Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel Approach0
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion0
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images0
Salt & Pepper Heatmaps: Diffusion-informed Landmark Detection Strategy0
Segmenting Medical Images with Limited DataCode0
FANet: Feature Amplification Network for Semantic Segmentation in Cluttered BackgroundCode1
WSESeg: Introducing a Dataset for the Segmentation of Winter Sports Equipment with a Baseline for Interactive SegmentationCode0
Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation0
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation0
Introducing VaDA: Novel Image Segmentation Model for Maritime Object Segmentation Using New Dataset0
Open Vocabulary Multi-Label Video Classification0
Advanced Graph Clustering Methods: A Comprehensive and In-Depth AnalysisCode0
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays OffCode0
Textual Query-Driven Mask Transformer for Domain Generalized SegmentationCode1
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and ClassificationCode1
StixelNExT: Toward Monocular Low-Weight Perception for Object Segmentation and Free Space DetectionCode0
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
Enrich the content of the image Using Context-Aware Copy Paste0
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic SegmentationCode1
SLoRD: Structural Low-Rank Descriptors for Shape Consistency in Vertebrae SegmentationCode0
SliceMamba with Neural Architecture Search for Medical Image Segmentation0
MambaVision: A Hybrid Mamba-Transformer Vision BackboneCode7
Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image SegmentationCode1
Unified Embedding Alignment for Open-Vocabulary Video Instance SegmentationCode1
Deformable-Heatmap-Segmentation for Automobile Visual Perception0
Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain ShiftCode2
ActionVOS: Actions as Prompts for Video Object SegmentationCode1
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices0
Weakly-supervised Medical Image Segmentation with Gaze AnnotationsCode1
High-Resolution Cloud Detection NetworkCode1
Swin SMT: Global Sequential Modeling in 3D Medical Image SegmentationCode1
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation0
H-FCBFormer Hierarchical Fully Convolutional Branch Transformer for Occlusal Contact Segmentation with Articulating PaperCode0
Learning Spatial-Semantic Features for Robust Video Object Segmentation0
Trainable Highly-expressive Activation FunctionsCode1
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic SegmentationCode0
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and SynthesisCode1
Exploring the Untouched Sweeps for Conflict-Aware 3D Segmentation Pretraining0
Exploiting Scale-Variant Attention for Segmenting Small Medical ObjectsCode2
IRSAM: Advancing Segment Anything Model for Infrared Small Target DetectionCode2
AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-maskingCode1
ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic SegmentationCode1
Rethinking Image-to-Video Adaptation: An Object-centric Perspective0
ProtoSAM: One-Shot Medical Image Segmentation With Foundational ModelsCode1
LuSNAR:A Lunar Segmentation, Navigation and Reconstruction Dataset based on Muti-sensor for Autonomous ExplorationCode2
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review0
Improved Block Merging for 3D Point Cloud Instance Segmentation0
CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM0
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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