SOTAVerified

Binary Classification

Papers

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Showing 1426–1450 of 2574 papers

TitleStatusHype
Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning—0
Exceedance Probability Forecasting via Regression for Significant Wave Height Prediction—0
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language—0
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification—0
Expectation propagation on the diluted Bayesian classifier—0
Experiments on Paraphrase Identification Using Quora Question Pairs Dataset—0
Generalization with Reverse-Calibration of Well and Seismic Data Using Machine Learning Methods for Complex Reservoirs Predicting During Early-Stage Geological Exploration Oil Field—0
Explainability of Highly Associated Fuzzy Churn Patterns in Binary Classification—0
Explainable AI for tool wear prediction in turning—0
Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection—0
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data—0
Explainable Binary Classification of Separable Shape Ensembles—0
Explainable Depression Detection via Head Motion Patterns—0
Explainable Identification of Dementia from Transcripts using Transformer Networks—0
Explainable Metrics for the Assessment of Neurodegenerative Diseases through Handwriting Analysis—0
Explainable prediction of Qcodes for NOTAMs using column generation—0
Explainable Techniques for Analyzing Flow Cytometry Cell Transformers—0
Explaining machine learning models for age classification in human gait analysis—0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor—0
Exploiting an Oracle that Reports AUC Scores in Machine Learning Contests—0
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification—0
Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets—0
Exploiting Unlabeled Data for Neural Grammatical Error Detection—0
Exploring Correlation between Labels to improve Multi-Label Classification—0
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media—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