SOTAVerified

Binary Classification

Papers

Showing 471480 of 2574 papers

TitleStatusHype
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff0
Biomarker based Cancer Classification using an Ensemble with Pre-trained Models0
Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types0
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification0
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack0
A Universal Growth Rate for Learning with Smooth Surrogate Losses0
A Minimax Probability Machine for Non-Decomposable Performance Measures0
A Univariate Bound of Area Under ROC0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning0
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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