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Binary Classification

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Showing 751–775 of 2574 papers

TitleStatusHype
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
Automatic Main Character Recognition for Photographic Studies—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
Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model—0
Common Mode Patterns for Supervised Tensor Subspace Learning—0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
Automatic Transformation of Clinical Narratives into Structured Format—0
Autoregressive Generative Adversarial Networks—0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold—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
A Self-Supervised Transformer for Unusable Shared Bike Detection—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