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Binary Classification

Papers

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Showing 2426–2450 of 2574 papers

TitleStatusHype
Deep-Learning-based Vulnerability Detection in Binary Executables—0
Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones—0
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture—0
Deep Learning for scalp High Frequency Oscillations Identification—0
Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction—0
Deep Learning for Social Media Health Text Classification—0
Deep learning hierarchical representations for image steganalysis—0
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions—0
Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots—0
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts—0
Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring—0
Deep multi-class learning from label proportions—0
Deep Networks and the Multiple Manifold Problem—0
Deep Networks Provably Classify Data on Curves—0
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model—0
Deep One-Class Hate Speech Detection Model—0
Deep Ordinal Ranking for Multi-Category Diagnosis of Alzheimer's Disease using Hippocampal MRI data—0
Convolutional Ordinal Regression Forest for Image Ordinal Estimation—0
Deep Probability Estimation—0
Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images—0
Deep Template Matching for Offline Handwritten Chinese Character Recognition—0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems—0
Dens-PU: PU Learning with Density-Based Positive Labeled Augmentation—0
Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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