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Binary Classification

Papers

Showing 24012450 of 2574 papers

TitleStatusHype
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios0
DEAL: Disentangling Transformer Head Activations for LLM Steering0
Dealing with Imbalanced Classes in Bot-IoT Dataset0
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making0
Decision-based AI Visual Navigation for Cardiac Ultrasounds0
Decision-Making under Miscalibration0
Decision Making with Machine Learning and ROC Curves0
Decoding Imagined Speech and Computer Control using Brain Waves0
Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images0
Decomposing Word Embedding with the Capsule Network0
Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering0
Deep Attention Model for Triage of Emergency Department Patients0
Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis0
DeepDiveAI: Identifying AI Related Documents in Large Scale Literature Data0
Deep Detection for Face Manipulation0
Supervised ML Solution for Band Assignment in Dual-Band Systems with Omnidirectional and Directional Antennas0
Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages0
Deep learning approach for interruption attacks detection in LEO satellite networks0
Deep Learning Architecture for Complex Word Identification0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI0
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes0
Deep Learning Based Face Recognition Method using Siamese Network0
Deep-learning-based identification of odontogenic keratocysts in hematoxylin- and eosin-stained jaw cyst specimens0
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology0
Deep-Learning-based Vulnerability Detection in Binary Executables0
Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones0
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture0
Deep Learning for scalp High Frequency Oscillations Identification0
Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction0
Deep Learning for Social Media Health Text Classification0
Deep learning hierarchical representations for image steganalysis0
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions0
Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots0
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts0
Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring0
Deep multi-class learning from label proportions0
Deep Networks and the Multiple Manifold Problem0
Deep Networks Provably Classify Data on Curves0
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model0
Deep One-Class Hate Speech Detection Model0
Deep Ordinal Ranking for Multi-Category Diagnosis of Alzheimer's Disease using Hippocampal MRI data0
Convolutional Ordinal Regression Forest for Image Ordinal Estimation0
Deep Probability Estimation0
Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images0
Deep Template Matching for Offline Handwritten Chinese Character Recognition0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top0
Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems0
Dens-PU: PU Learning with Density-Based Positive Labeled Augmentation0
Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning0
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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