SOTAVerified

Semantic Segmentation

Papers

Showing 66016625 of 14763 papers

TitleStatusHype
Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy0
Improving Community Resiliency and Emergency Response With Artificial Intelligence0
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation0
Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation0
Improving Deep Learning through Automatic Programming0
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks0
Fully Convolutional Networks with Sequential Information for Robust Crop and Weed Detection in Precision Farming0
Improving extreme weather events detection with light-weight neural networks0
Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features0
Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation0
Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model0
Improving Data-Efficient Fossil Segmentation via Model Editing0
Improving Fully Convolution Network for Semantic Segmentation0
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization0
Associating Spatially-Consistent Grouping with Text-supervised Semantic Segmentation0
AF_2: Adaptive Focus Framework for Aerial Imagery Segmentation0
Improving Gradient Flow with Unrolled Highway Expectation Maximization0
Improving Hyperspectral Adversarial Robustness Under Multiple Attacks0
Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss0
Improving Image co-segmentation via Deep Metric Learning0
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction0
Improving Learning Effectiveness For Object Detection and Classification in Cluttered Backgrounds0
Laplacian Coordinates for Seeded Image Segmentation0
Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation0
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers0
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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