SOTAVerified

Binary Classification

Papers

Showing 20212030 of 2574 papers

TitleStatusHype
Sentiment Analysis of Typhoon Related Tweets using Standard and Bidirectional Recurrent Neural Networks0
GANs 'N Lungs: improving pneumonia prediction0
Learning Joint Acoustic-Phonetic Word Embeddings0
Comparative judgments are more consistent than binary classification for labelling word complexity0
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial ForensicsCode0
Prudence When Assuming Normality: an advice for machine learning practitioners0
Automated Mammogram Analysis with a Deep Learning Pipeline0
Bayesian Robustness: A Nonasymptotic Viewpoint0
Multi-task Self-Supervised Learning for Human Activity Detection0
Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars0
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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