SOTAVerified

Binary Classification

Papers

Showing 10211030 of 2574 papers

TitleStatusHype
Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks0
Facial Forgery-based Deepfake Detection using Fine-Grained Features0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning0
Are Face Detection Models Biased?0
Clickbait Detection with Style-aware Title Modeling and Co-attention0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning0
Fast semi-supervised discriminant analysis for binary classification of large data-sets0
Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models0
Classifying Documents within Multiple Hierarchical Datasets using Multi-Task Learning0
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study0
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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