SOTAVerified

Binary Classification

Papers

Showing 14711480 of 2574 papers

TitleStatusHype
Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features0
Fairness by Explicability and Adversarial SHAP Learning0
Fairness for Whom? Critically reframing fairness with Nash Welfare Product0
Fairness in Machine Learning: A Survey0
Fairness Through Regularization for Learning to Rank0
Fake News Detection and Manipulation Reasoning via Large Vision-Language Models0
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case0
FakeReasoning: Towards Generalizable Forgery Detection and Reasoning0
Fake Sentence Detection as a Training Task for Sentence Encoding0
Fake Sentence Detection as a Training Task for Sentence Encoding0
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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