SOTAVerified

Semantic Segmentation

Papers

Showing 851875 of 14763 papers

TitleStatusHype
Efficient Continuous Group Convolutions for Local SE(3) Equivariance in 3D Point CloudsCode0
Color-Quality Invariance for Robust Medical Image SegmentationCode0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?0
SAMRefiner: Taming Segment Anything Model for Universal Mask RefinementCode2
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images0
Wandering around: A bioinspired approach to visual attention through object motion sensitivityCode0
Enhancing Ground-to-Aerial Image Matching for Visual Misinformation Detection Using Semantic SegmentationCode0
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
Traveling Waves Integrate Spatial Information Into Spectral RepresentationsCode0
VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer0
A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation0
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation0
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental SegmentationCode0
AIQViT: Architecture-Informed Post-Training Quantization for Vision Transformers0
Adaptive Margin Contrastive Learning for Ambiguity-aware 3D Semantic Segmentation0
Automatic quantification of breast cancer biomarkers from multiple 18F-FDG PET image segmentation0
HD-EPIC: A Highly-Detailed Egocentric Video Dataset0
Optimized Unet with Attention Mechanism for Multi-Scale Semantic Segmentation0
Beyond the Final Layer: Hierarchical Query Fusion Transformer with Agent-Interpolation Initialization for 3D Instance Segmentation0
ConceptAttention: Diffusion Transformers Learn Highly Interpretable FeaturesCode3
FE-UNet: Frequency Domain Enhanced U-Net with Segment Anything Capability for Versatile Image Segmentation0
LeAP: Consistent multi-domain 3D labeling using Foundation Models0
Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation0
Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation0
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning DynamicsCode1
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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