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Binary Classification

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Showing 826–850 of 2574 papers

TitleStatusHype
A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction—0
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints—0
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks—0
BERTCaps: BERT Capsule for Persian Multi-Domain Sentiment Analysis—0
An Energy-Based Framework for Arbitrary Label Noise Correction—0
BERT-based Acronym Disambiguation with Multiple Training Strategies—0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate—0
DisPlacing Objects: Improving Dynamic Vehicle Detection via Visual Place Recognition under Adverse Conditions—0
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging—0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation—0
Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication—0
Benign overfitting in leaky ReLU networks with moderate input dimension—0
Discrete Rényi Classifiers—0
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth—0
Discovery Radiomics via StochasticNet Sequencers for Cancer Detection—0
Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation—0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization—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
Benign Overfitting under Learning Rate Conditions for α Sub-exponential Input—0
A Deep Convolutional Neural Network for Lung Cancer Diagnostic—0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information—0
Distribution Embedding Network for Meta-Learning with Variable-Length Input—0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge—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