SOTAVerified

Semantic Segmentation

Papers

Showing 51265150 of 14763 papers

TitleStatusHype
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image SegmentationCode0
DFormer: Diffusion-guided Transformer for Universal Image SegmentationCode1
Instructive Feature Enhancement for Dichotomous Medical Image SegmentationCode1
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image SegmentationCode1
Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-LabelingCode1
Conditional Diffusion Models for Weakly Supervised Medical Image SegmentationCode1
Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans0
Single-Shot Global Localization via Graph-Theoretic Correspondence Matching0
Modality-Agnostic Learning for Medical Image Segmentation Using Multi-modality Self-distillation0
SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic SegmentationCode1
Semantic Segmentation on VSPW Dataset through Contrastive Loss and Multi-dataset Training Approach0
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
Volumetric medical image segmentation through dual self-distillation in U-shaped networksCode0
Lumos in the Night Sky: AI-enabled Visual Tool for Exploring Night-Time Light Patterns0
ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images0
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
Multi-View Representation is What You Need for Point-Cloud Pre-Training0
Asymmetric Patch Sampling for Contrastive LearningCode1
Recyclable Semi-supervised Method Based on Multi-model Ensemble for Video Scene Parsing0
OAFormer: Learning Occlusion Distinguishable Feature for Amodal Instance Segmentation0
Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image SegmentationCode1
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification0
Using Unreliable Pseudo-Labels for Label-Efficient Semantic SegmentationCode2
SAM3D: Zero-Shot 3D Object Detection via Segment Anything ModelCode2
Cross-CBAM: A Lightweight network for Scene Segmentation0
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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