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Binary Classification

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Showing 1326–1350 of 2574 papers

TitleStatusHype
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth—0
Discrete Rényi Classifiers—0
Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication—0
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging—0
DisPlacing Objects: Improving Dynamic Vehicle Detection via Visual Place Recognition under Adverse Conditions—0
Distributed estimation of principal support vector machines for sufficient dimension reduction—0
Distributed Inference for Linear Support Vector Machine—0
Distributed support-vector-machine over dynamic balanced directed networks—0
Distribution Embedding Network for Meta-Learning with Variable-Length Input—0
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks—0
Distribution-Free Inference for the Regression Function of Binary Classification—0
New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification—0
Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning—0
Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification—0
DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Does the evaluation stand up to evaluation? A first-principle approach to the evaluation of classifiers—0
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation—0
Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification—0
Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification—0
D-SVM over Networked Systems with Non-Ideal Linking Conditions—0
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization—0
Dutch Humor Detection by Generating Negative Examples—0
Dynamically Stable Infinite-Width Limits of Neural Classifiers—0
Dynamic Feature Scaling for Online Learning of Binary Classifiers—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