SOTAVerified

Binary Classification

Papers

Showing 341350 of 2574 papers

TitleStatusHype
Ensemble Methods for Sequence Classification with Hidden Markov Models0
Explainable Metrics for the Assessment of Neurodegenerative Diseases through Handwriting Analysis0
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language0
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study0
Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition0
Sequential Classification of MisinformationCode0
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron0
PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce ApplicationsCode1
Benign Overfitting under Learning Rate Conditions for α Sub-exponential Input0
Modeling offensive content detection for TikTok0
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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