SOTAVerified

Binary Classification

Papers

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Showing 1776–1800 of 2574 papers

TitleStatusHype
Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy—0
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients—0
Pointwise Binary Classification with Pairwise Confidence Comparisons—0
Learning by Minimizing the Sum of Ranked RangeCode0
Fairness in Machine Learning: A Survey—0
Understanding tables with intermediate pre-training—0
Clickbait Detection with Style-aware Title Modeling and Co-attention—0
imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks—0
Testing for Normality with Neural Networks—0
Dynamically Stable Infinite-Width Limits of Neural Classifiers—0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)—0
RENT -- Repeated Elastic Net Technique for Feature SelectionCode0
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing—0
Expectation propagation on the diluted Bayesian classifier—0
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories—0
Image Retrieval for Structure-from-Motion via Graph Convolutional Network—0
Deep Detection for Face Manipulation—0
Multiclass Model for Agriculture development using Multivariate Statistical method—0
Binary Classification as a Phase Separation ProcessCode0
Quantum Discriminator for Binary Classification—0
The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image ClassificationCode0
QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi LanguageCode0
Propensity-to-Pay: Machine Learning for Estimating Prediction UncertaintyCode0
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction—0
SOAR: Simultaneous Or of And Rules for Classification of Positive & Negative Classes—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified