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Semantic Segmentation

Papers

Showing 22512275 of 14763 papers

TitleStatusHype
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation0
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image SegmentationCode2
Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel Approach0
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion0
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images0
Segmenting Medical Images with Limited DataCode0
Salt & Pepper Heatmaps: Diffusion-informed Landmark Detection Strategy0
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation0
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays OffCode0
Textual Query-Driven Mask Transformer for Domain Generalized SegmentationCode1
Advanced Graph Clustering Methods: A Comprehensive and In-Depth AnalysisCode0
Introducing VaDA: Novel Image Segmentation Model for Maritime Object Segmentation Using New Dataset0
Open Vocabulary Multi-Label Video Classification0
WSESeg: Introducing a Dataset for the Segmentation of Winter Sports Equipment with a Baseline for Interactive SegmentationCode0
FANet: Feature Amplification Network for Semantic Segmentation in Cluttered BackgroundCode1
Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation0
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and ClassificationCode1
SliceMamba with Neural Architecture Search for Medical Image Segmentation0
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
StixelNExT: Toward Monocular Low-Weight Perception for Object Segmentation and Free Space DetectionCode0
SLoRD: Structural Low-Rank Descriptors for Shape Consistency in Vertebrae SegmentationCode0
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic SegmentationCode1
Enrich the content of the image Using Context-Aware Copy Paste0
MambaVision: A Hybrid Mamba-Transformer Vision BackboneCode7
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices0
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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