SOTAVerified

Binary Classification

Papers

Showing 20612070 of 2574 papers

TitleStatusHype
A Note on Posterior Probability Estimation for Classifiers0
A Notion of Uniqueness for the Adversarial Bayes Classifier0
An "outside the box" solution for imbalanced data classification0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators0
A Novel Approach To Network Intrusion Detection System Using Deep Learning For Sdn: Futuristic Approach0
A Novel Gaussian Min-Max Theorem and its Applications0
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification0
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques0
A Novel Loss Function-based Support Vector Machine for Binary Classification0
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices0
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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