SOTAVerified

Binary Classification

Papers

Showing 23212330 of 2574 papers

TitleStatusHype
Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables0
Comparison of machine learning and deep learning techniques in promoter prediction across diverse species0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses0
Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection0
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare0
Comparison theorems on large-margin learning0
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models0
Complementary to Multiple Labels: A Correlation-Aware Correction Approach0
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF3600
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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