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Binary Classification

Papers

Showing 19111920 of 2574 papers

TitleStatusHype
A comparative study on machine learning approaches for rock mass classification using drilling data0
A Comparison of Modeling Preprocessing Techniques0
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons0
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context0
A comprehensive solution to retrieval-based chatbot construction0
A Computational Approach to Relative Aesthetics0
A Consequentialist Critique of Binary Classification Evaluation Practices0
A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces0
A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection0
Active Heteroscedastic Regression0
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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