SOTAVerified

Binary Classification

Papers

Showing 13611370 of 2574 papers

TitleStatusHype
Binary classification of spoken words with passive phononic metamaterials0
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems0
Reducing Data Complexity using Autoencoders with Class-informed Loss FunctionsCode0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides0
GROWL: Group Detection With Link Prediction0
New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification0
Neural Network Based Epileptic EEG Detection and Classification0
Benchmarking Multimodal AutoML for Tabular Data with Text FieldsCode3
A new method for binary classification of proteins with Machine Learning0
A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches0
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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