SOTAVerified

Binary Classification

Papers

Showing 19211930 of 2574 papers

TitleStatusHype
Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification0
Network Intrusion Detection based on LSTM and Feature Embedding0
Neural-based classification rule learning for sequential data0
Binary classification based Monte Carlo simulation0
Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?0
Neural network approximation and estimation of classifiers with classification boundary in a Barron class0
Neural Network Based Approach to Recognition of Meteor Tracks in the Mini-EUSO Telescope Data0
Neural Network Based Epileptic EEG Detection and Classification0
Neural Network-Based Rule Models With Truth Tables0
Neural networks based EEG-Speech Models0
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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