SOTAVerified

Binary Classification

Papers

Showing 751760 of 2574 papers

TitleStatusHype
BNS-Net: A Dual-channel Sarcasm Detection Method Considering Behavior-level and Sentence-level Conflicts0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack0
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization0
A No Free Lunch Theorem for Human-AI Collaboration0
Adversarial Surrogate Losses for Ordinal Regression0
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
Biomarker based Cancer Classification using an Ensemble with Pre-trained Models0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff0
A comparative study on machine learning approaches for rock mass classification using drilling data0
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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