SOTAVerified

Binary Classification

Papers

Showing 10911100 of 2574 papers

TitleStatusHype
Application of Unsupervised Domain Adaptation for Structural MRI Analysis0
Flow-based Detection of Botnets through Bio-inspired Optimisation of Machine Learning0
Fock State-enhanced Expressivity of Quantum Machine Learning Models0
FOLD-SE: An Efficient Rule-based Machine Learning Algorithm with Scalable Explainability0
FOLD-TR: A Scalable and Efficient Inductive Learning Algorithm for Learning To Rank0
Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability0
For Better or For Worse? Learning Minimum Variance Features With Label Augmentation0
Forecasting Drought Using Machine Learning in California0
Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches0
Fuzzy Least Squares Twin Support Vector Machines0
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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