SOTAVerified

Binary Classification

Papers

Showing 14111420 of 2574 papers

TitleStatusHype
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression0
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits0
ETF Risk Models0
Evaluating a Novel Neuroevolution and Neural Architecture Search System0
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods0
Evaluating the Correctness of Explainable AI Algorithms for Classification0
Evaluating the Fairness Impact of Differentially Private Synthetic Data0
Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques0
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification0
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness0
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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