SOTAVerified

Binary Classification

Papers

Showing 20712080 of 2574 papers

TitleStatusHype
Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries0
New PCA-based Category Encoder for Cybersecurity and Processing Data in IoT Devices0
Pearson-Matthews correlation coefficients for binary and multinary classification and hypothesis testing0
Perfect match: Improved cross-modal embeddings for audio-visual synchronisation0
Performance Analysis of Multiclass Support Vector Machine Classification for Diagnosis of Coronary Heart Diseases0
Performance Estimation in Binary Classification Using Calibrated Confidence0
Performance Metric Elicitation from Pairwise Classifier Comparisons0
Detection of Human and Machine-Authored Fake News in UrduCode0
Topology of deep neural networksCode0
Template-Based Posit Multiplication for Training and Inferring in Neural NetworksCode0
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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