SOTAVerified

Ordinal Classification

Papers

Showing 125 of 72 papers

TitleStatusHype
A simple squared-error reformulation for ordinal classificationCode3
Ultra Fast Deep Lane Detection with Hybrid Anchor Driven Ordinal ClassificationCode2
dlordinal: a Python package for deep ordinal classificationCode2
CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of CancerCode1
Ordinal Classification with Distance Regularization for Robust Brain Age PredictionCode1
Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth ApplicationsCode1
Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal ClassificationCode1
Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI ImagesCode0
Splitting criteria for ordinal decision trees: an experimental studyCode0
Performance Metrics for Probabilistic Ordinal ClassifiersCode0
Quasi-Unimodal Distributions for Ordinal ClassificationCode0
Cumulative link models for deep ordinal classificationCode0
An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental ResultsCode0
Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact RatingCode0
oAdaBoost: An AdaBoost Variant for Ordinal ClassificationCode0
Convolutional and Deep Learning based techniques for Time Series Ordinal ClassificationCode0
Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies LearningCode0
Conformal Risk Control for Ordinal ClassificationCode0
A generalized framework to predict continuous scores from medical ordinal labelsCode0
Non-parametric Uni-modality Constraints for Deep Ordinal ClassificationCode0
Enhancing Depression Detection via Question-wise Modality FusionCode0
Improving the repeatability of deep learning models with Monte Carlo dropoutCode0
Ordinal classification for interval-valued data and interval-valued functional dataCode0
Distribution-free Conformal Prediction for Ordinal Classification0
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ResNet-18Mean absolute error2.56Unverified