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Binary Classification

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Showing 951–975 of 2574 papers

TitleStatusHype
Estimating Learnability in the Sublinear Data Regime—0
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression—0
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits—0
Differentially-Private Bayes Consistency—0
Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach—0
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network—0
Five Psycholinguistic Characteristics for Better Interaction with Users—0
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes—0
Adding One Neuron Can Eliminate All Bad Local Minima—0
A Circuit Complexity Formulation of Algorithmic Information Theory—0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation—0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—0
BCFPL: Binary classification ConvNet based Fast Parking space recognition with Low resolution image—0
Diabetic Retinopathy Detection Based on Convolutional Neural Networks with SMOTE and CLAHE Techniques Applied to Fundus Images—0
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification—0
Developing a Dataset of Overridden Information in Wikipedia—0
Bayesian Semi-supervised Multi-category Classification under Nonparanormality—0
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness—0
Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI—0
Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022—0
Anatomical Pattern Analysis for decoding visual stimuli in human brains—0
Deterministic Online Classification: Non-iteratively Reweighted Recursive Least-Squares for Binary Class Rebalancing—0
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation—0
Detection of LLM-Generated Java Code Using Discretized Nested Bigrams—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