SOTAVerified

Binary Classification

Papers

Showing 531540 of 2574 papers

TitleStatusHype
Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering0
Optimal Classification-based Anomaly Detection with Neural Networks: Theory and PracticeCode0
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
Sequential Classification of MisinformationCode0
Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition0
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron0
Benign Overfitting under Learning Rate Conditions for α Sub-exponential Input0
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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