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Binary Classification

Papers

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Showing 2401–2425 of 2574 papers

TitleStatusHype
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios—0
DEAL: Disentangling Transformer Head Activations for LLM Steering—0
Dealing with Imbalanced Classes in Bot-IoT Dataset—0
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
Decision-based AI Visual Navigation for Cardiac Ultrasounds—0
Decision-Making under Miscalibration—0
Decision Making with Machine Learning and ROC Curves—0
Decoding Imagined Speech and Computer Control using Brain Waves—0
Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images—0
Decomposing Word Embedding with the Capsule Network—0
Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering—0
Deep Attention Model for Triage of Emergency Department Patients—0
Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis—0
DeepDiveAI: Identifying AI Related Documents in Large Scale Literature Data—0
Deep Detection for Face Manipulation—0
Supervised ML Solution for Band Assignment in Dual-Band Systems with Omnidirectional and Directional Antennas—0
Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages—0
Deep learning approach for interruption attacks detection in LEO satellite networks—0
Deep Learning Architecture for Complex Word Identification—0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI—0
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes—0
Deep Learning Based Face Recognition Method using Siamese Network—0
Deep-learning-based identification of odontogenic keratocysts in hematoxylin- and eosin-stained jaw cyst specimens—0
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology—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