SOTAVerified

Semantic Segmentation

Papers

Showing 26012625 of 14763 papers

TitleStatusHype
CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack SegmentationCode1
Distilling Knowledge via Knowledge ReviewCode1
Artificial Pupil Dilation for Data Augmentation in Iris Semantic SegmentationCode1
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental SegmentationCode1
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Distribution-Aware Continual Test-Time Adaptation for Semantic SegmentationCode1
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-ResolutionCode1
ACC-UNet: A Completely Convolutional UNet model for the 2020sCode1
Divergences in Color Perception between Deep Neural Networks and HumansCode1
Crack Detection as a Weakly-Supervised Problem: Towards Achieving Less Annotation-Intensive Crack DetectorsCode1
D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic SegmentationCode1
Diverse Image Synthesis from Semantic Layouts via Conditional IMLECode1
DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point CloudsCode1
CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate SegmentationCode1
I-MedSAM: Implicit Medical Image Segmentation with Segment AnythingCode1
Collaborative Video Object Segmentation by Foreground-Background IntegrationCode1
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background IntegrationCode1
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationCode1
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive ArchitectureCode1
Document-level Relation Extraction as Semantic SegmentationCode1
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image SegmentationCode1
DocSegTr: An Instance-Level End-to-End Document Image Segmentation TransformerCode1
Image Synthesis From Layout With Locality-Aware Mask AdaptionCode1
CPGNet: Cascade Point-Grid Fusion Network for Real-Time LiDAR Semantic SegmentationCode1
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic SegmentationCode1
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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