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Binary Classification

Papers

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Showing 701–750 of 2574 papers

TitleStatusHype
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification—0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification—0
Detecting Anti-vaccine Content on Twitter using Multiple Message-Based Network Representations—0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models—0
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels—0
Data-driven optimal stopping: A pure exploration analysis—0
Data-driven prediction and control of extreme events in a chaotic flow—0
Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection—0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space—0
Data Selection for ERMs—0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis—0
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios—0
DEAL: Disentangling Transformer Head Activations for LLM Steering—0
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification—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
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
Active Heteroscedastic Regression—0
Decision-based AI Visual Navigation for Cardiac Ultrasounds—0
Decision-Making under Miscalibration—0
Decision Making with Machine Learning and ROC Curves—0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss—0
Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images—0
Decomposing Word Embedding with the Capsule Network—0
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates—0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization—0
Automated Imbalanced Classification via Layered Learning—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
Estimating a sharp convergence bound for randomized ensembles—0
Des-q: a quantum algorithm to provably speedup retraining of decision trees—0
A Multi-task Deep Network for Person Re-identification—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
Deep-Learning-based Vulnerability Detection in Binary Executables—0
Common Mode Patterns for Supervised Tensor Subspace Learning—0
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture—0
Deep Learning for scalp High Frequency Oscillations Identification—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