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Binary Classification

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Showing 1001–1025 of 2574 papers

TitleStatusHype
Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets—0
Exploiting Unlabeled Data for Neural Grammatical Error Detection—0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning—0
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens—0
Exploring Correlation between Labels to improve Multi-Label Classification—0
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media—0
Are Face Detection Models Biased?—0
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context—0
Exploring Sparsity in Multi-class Linear Discriminant Analysis—0
Exploring Strategies for Personalized Radiation Therapy Part I Unlocking Response-Related Tumor Subregions with Class Activation Mapping—0
Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata—0
CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence—0
Exponential convergence of testing error for stochastic gradient methods—0
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Extended and Unscented Gaussian Processes—0
Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models—0
Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application—0
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection—0
Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning—0
Clickbait Detection with Style-aware Title Modeling and Co-attention—0
Facial Forgery-based Deepfake Detection using Fine-Grained Features—0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning—0
Faster Margin Maximization Rates for Generic and Adversarially Robust Optimization Methods—0
Faster Maximum Feasible Subsystem Solutions for Dense Constraint Matrices—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified