SOTAVerified

Binary Classification

Papers

Showing 22112220 of 2574 papers

TitleStatusHype
Learning curves for the multi-class teacher-student perceptronCode0
Classification from Positive, Unlabeled and Biased Negative DataCode0
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
Decorrelation using Optimal TransportCode0
Real-Time Rotation-Invariant Face Detection with Progressive Calibration NetworksCode0
EPP: interpretable score of model predictive powerCode0
Re-Benchmarking Pool-Based Active Learning for Binary ClassificationCode0
A New Dataset and Methodology for Malicious URL ClassificationCode0
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic DataCode0
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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