SOTAVerified

Binary Classification

Papers

Showing 15411550 of 2574 papers

TitleStatusHype
Learning Concept Lengths Accelerates Concept Learning in ALCCode0
E-PixelHop: An Enhanced PixelHop Method for Object Classification0
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised LearningCode0
Optimal Binary Classification Beyond AccuracyCode0
Adaptive calibration for binary classification0
Fair Decision Rules for Binary Classification0
Optimizing ROC Curves with a Sort-Based Surrogate Loss Function for Binary Classification and Changepoint DetectionCode0
What Makes a Concept Complex? Measuring Conceptual Complexity as a Precursor for Text Simplification0
Sentiment analysis for Urdu online reviews using deep learning modelsCode0
Self-training Converts Weak Learners to Strong Learners in Mixture Models0
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Benchmark Results

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