SOTAVerified

Binary Classification

Papers

Showing 961970 of 2574 papers

TitleStatusHype
Evaluating the Correctness of Explainable AI Algorithms for Classification0
Evaluating the Fairness Impact of Differentially Private Synthetic Data0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations0
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
Boosting in the presence of outliers: adaptive classification with non-convex loss functions0
Boosting the kernelized shapelets: Theory and algorithms for local features0
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness0
Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI0
Clickbait Detection with Style-aware Title Modeling and Co-attention0
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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