SOTAVerified

Binary Classification

Papers

Showing 24912500 of 2574 papers

TitleStatusHype
Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm0
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie ReviewsCode0
Accurate Streaming Support Vector Machines0
Consistent optimization of AMS by logistic loss minimization0
Learning Multiple Tasks in Parallel with a Shared Annotator0
Extended and Unscented Gaussian Processes0
Large-Margin Convex Polytope Machine0
Consistent Binary Classification with Generalized Performance Metrics0
Ranking via Robust Binary Classification0
Robust Logistic Regression and Classification0
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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