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Binary Classification

Papers

Showing 19211930 of 2574 papers

TitleStatusHype
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics0
Imbalanced classification: a paradigm-based review0
Robust binary classification with the 01 lossCode0
1-D Convlutional Neural Networks for the Analysis of Pupil Size Variations in Scotopic Conditions0
Modeling Engagement in Long-Term, In-Home Socially Assistive Robot Interventions for Children with Autism Spectrum Disorders0
Online Passive-Aggressive Total-Error-Rate Minimization0
A study on the role of subsidiary information in replay attack spoofing detection0
Binary Classification with XOR Queries: Fundamental Limits and An Efficient Algorithm0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified