SOTAVerified

Binary Classification

Papers

Showing 14011410 of 2574 papers

TitleStatusHype
Fundamental Limits of Transfer Learning in Binary Classifications0
Scaling Densities For Improved Density Ratio Estimation0
Multi-Task Distribution Learning0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space0
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification0
IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications0
Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics0
Prediction of severe thunderstorm events with ensemble deep learning and radar data0
Transforming Fake News: Robust Generalisable News Classification Using TransformersCode0
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot 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