SOTAVerified

Semantic Segmentation

Papers

Showing 63016350 of 14763 papers

TitleStatusHype
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation0
A Federated Approach for Fine-Grained Classification of Fashion Apparel0
IVGF: The Fusion-Guided Infrared and Visible General Framework0
A Survey of Semantic Segmentation0
Gated Path Selection Network for Semantic Segmentation0
Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks0
Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation0
Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding0
A feature refinement module for light-weight semantic segmentation network0
Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation0
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling0
Human Semantic Segmentation using Millimeter-Wave Radar Sparse Point Clouds0
Gated CRF Loss for Weakly Supervised Semantic Image Segmentation0
Understanding More about Human and Machine Attention in Deep Neural Networks0
Consistent Video Instance Segmentation with Inter-Frame Recurrent Attention0
Consistent Structural Relation Learning for Zero-Shot Segmentation0
Gastric histopathology image segmentation using a hierarchical conditional random field0
Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning0
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation0
Instance Scale Normalization for image understanding0
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier0
GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation0
GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment0
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation0
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation0
A survey of Object Classification and Detection based on 2D/3D data0
GANtruth - an unpaired image-to-image translation method for driving scenarios0
GA-NET: Global Attention Network for Point Cloud Semantic Segmentation0
A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects0
Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields0
Hybridnet for depth estimation and semantic segmentation0
HybridNetSeg: A Compact Hybrid Network for Retinal Vessel Segmentation0
Gamifying Video Object Segmentation0
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images0
Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers0
Few-shot Medical Image Segmentation via Cross-Reference Transformer0
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos0
Hybrid Whale-Mud-Ring Optimization for Precise Color Skin Cancer Image Segmentation0
GAGS: Granularity-Aware Feature Distillation for Language Gaussian Splatting0
Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning0
Hyper Association Graph Matching with Uncertainty Quantification for Coronary Artery Semantic Labeling0
GAEI-UNet: Global Attention and Elastic Interaction U-Net for Vessel Image Segmentation0
G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation0
CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition0
Hyperbolic Learning with Multimodal Large Language Models0
Hyperbolic Uncertainty Aware Semantic Segmentation0
A Survey of Deep Learning Applications to Autonomous Vehicle Control0
A Fast, Semi-Automatic Brain Structure Segmentation Algorithm for Magnetic Resonance Imaging0
Iterative Learning for Instance Segmentation0
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image 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