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Binary Classification

Papers

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Showing 376–400 of 2574 papers

TitleStatusHype
ClassiFIM: An Unsupervised Method To Detect Phase Transitions—0
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings—0
Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment—0
Explaining a probabilistic prediction on the simplex with Shapley compositions—0
Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees—0
Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imageryCode0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments—0
"Patriarchy Hurts Men Too." Does Your Model Agree? A Discussion on Fairness Assumptions—0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models—0
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams—0
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation—0
Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification on the DAIC-WOZ—0
A Scalable Quantum Non-local Neural Network for Image ClassificationCode0
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data—0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach—0
Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classificationCode0
Turkish Delights: a Dataset on Turkish EuphemismsCode0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification—0
Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text—0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN—0
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN—0
Nullpointer at CheckThat! 2024: Identifying Subjectivity from Multilingual Text SequenceCode0
System Report for CCL24-Eval Task 7: Multi-Error Modeling and Fluency-Targeted Pre-training for Chinese Essay Evaluation—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