SOTAVerified

Binary Classification

Papers

Showing 761770 of 2574 papers

TitleStatusHype
Binary disease prediction using tail quantiles of the distribution of continuous biomarkers0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models0
HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection0
Binary Classifier Calibration: Bayesian Non-Parametric Approach0
Binary Classification with Positive Labeling Sources0
An Interpretable Machine Learning Approach to Understanding the Relationships between Solar Flares and Source Active Regions0
Adversarial Risk via Optimal Transport and Optimal Couplings0
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics0
Binary Classification with Instance and Label Dependent Label Noise0
Binary classification with corrupted labels0
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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