SOTAVerified

Binary Classification

Papers

Showing 25212530 of 2574 papers

TitleStatusHype
Adapting Freely Available Resources to Build an Opinion Mining Pipeline in Portuguese0
The Munich Biovoice Corpus: Effects of Physical Exercising, Heart Rate, and Skin Conductance on Human Speech Production0
Multi-borders classification0
Generalized version of the support vector machine for binary classification problems: supporting hyperplane machine0
Ensemble Committees for Stock Return Classification and Prediction0
A study on cost behaviors of binary classification measures in class-imbalanced problems0
Ranking via Robust Binary Classification and Parallel Parameter Estimation in Large-Scale Data0
Thresholding Classifiers to Maximize F1 ScoreCode0
The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms0
Binary Classifier Calibration: Bayesian Non-Parametric Approach0
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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