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Binary Classification

Papers

Showing 15011510 of 2574 papers

TitleStatusHype
Robust Bloom Filters for Large MultiLabel Classification Tasks0
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis0
Robust Classification Under Sample Selection Bias0
Robust Deep Graph Based Learning for Binary Classification0
Robust Detection of LLM-Generated Text: A Comparative Analysis0
Robustifying Binary Classification to Adversarial Perturbation0
Robust Logistic Regression and Classification0
Robustness of Neural Networks to Parameter Quantization0
Robust performance metrics for imbalanced classification problems0
Robust SVM Optimization in Banach spaces0
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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