SOTAVerified

Binary Classification

Papers

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Showing 976–1000 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
Diabetic Retinopathy Detection Based on Convolutional Neural Networks with SMOTE and CLAHE Techniques Applied to Fundus Images—0
Developing a Dataset of Overridden Information in Wikipedia—0
Bayesian Semi-supervised Multi-category Classification under Nonparanormality—0
Anatomical Pattern Analysis for decoding visual stimuli in human brains—0
Deterministic Online Classification: Non-iteratively Reweighted Recursive Least-Squares for Binary Class Rebalancing—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
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Explainable Depression Detection via Head Motion Patterns—0
Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation—0
Explainable Metrics for the Assessment of Neurodegenerative Diseases through Handwriting Analysis—0
Detection of LLM-Generated Java Code Using Discretized Nested Bigrams—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
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges—0
Adaptive transfer learning—0
Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model—0
Detection of Deepfake Videos Using Long Distance Attention—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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