SOTAVerified

Binary Classification

Papers

Showing 20412050 of 2574 papers

TitleStatusHype
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm0
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification0
A new method for binary classification of proteins with Machine Learning0
A New Perspective on Pool-Based Active Classification and False-Discovery Control0
A New Variational Model for Binary Classification in the Supervised Learning Context0
An Exact Algorithm for F-Measure Maximization0
An example of use of Variational Methods in Quantum Machine Learning0
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks0
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition0
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification0
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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