SOTAVerified

Binary Classification

Papers

Showing 18911900 of 2574 papers

TitleStatusHype
Multi-channel deep convolutional neural networks for multi-classifying thyroid disease0
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing0
Digit Image Recognition Using an Ensemble of One-Versus-All Deep Network Classifiers0
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?0
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules0
Multi-class Label Noise Learning via Loss Decomposition and Centroid Estimation0
Multiclass learnability and the ERM principle0
Multiclass Learning Approaches: A Theoretical Comparison with Implications0
Multiclass Learning with Simplex Coding0
Multiclass Model for Agriculture development using Multivariate Statistical method0
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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