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Binary Classification

Papers

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Showing 151–175 of 2574 papers

TitleStatusHype
Optimizing CNN Architectures for Advanced Thoracic Disease Classification—0
Using Artificial Intelligence to Improve Classroom Learning Experience—0
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information—0
On Agnostic PAC Learning in the Small Error Regime—0
A method for classification of data with uncertainty using hypothesis testing—0
Forecasting Drought Using Machine Learning in California—0
Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models—0
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation DisagreementCode0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification—0
Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings—0
Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models—0
The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks—0
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction—0
Detection of LLM-Generated Java Code Using Discretized Nested Bigrams—0
Efficient Optimal PAC Learning—0
scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease DiagnosisCode0
Hierarchical Sparse Bayesian Multitask Model with Scalable Inference for Microbiome Analysis—0
Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata—0
Geometric Framework for Cell Oversegmentation—0
Hybrid Machine Learning Model for Detecting Bangla Smishing Text Using BERT and Character-Level CNN—0
IRONMAP: Iron Network Mapping and Analysis Protocol for Detecting Over-Time Brain Iron Abnormalities in Neurological Disease—0
Attribution analysis of legal language as used by LLM—0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture ModelCode0
Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning—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