SOTAVerified

Semantic Segmentation

Papers

Showing 63516375 of 14763 papers

TitleStatusHype
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
GAGS: Granularity-Aware Feature Distillation for Language Gaussian Splatting0
Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation0
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
A Survey of Deep Learning Applications to Autonomous Vehicle Control0
A Fast, Semi-Automatic Brain Structure Segmentation Algorithm for Magnetic Resonance Imaging0
J-MOD^2: Joint Monocular Obstacle Detection and Depth Estimation0
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation0
FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution0
Fuzzy Superpixel-based Image Segmentation0
Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints0
Leveraging GNSS and Onboard Visual Data from Consumer Vehicles for Robust Road Network Estimation0
Hyperspectral image segmentation with a machine learning model trained using quantum annealer0
Fuzzy Rank-based Late Fusion Technique for Cytology image Segmentation0
Fuzzy Clustering Based Segmentation Of Vertebrae in T1-Weighted Spinal MR Images0
Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts0
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation0
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation0
I^2R: Inter and Intra-image Refinement in Few Shot Segmentation0
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation0
IBAFormer: Intra-batch Attention Transformer for Domain Generalized Semantic Segmentation0
Future Video Prediction from a Single Frame for Video Anomaly Detection0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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