SOTAVerified

Binary Classification

Papers

Showing 25612570 of 2574 papers

TitleStatusHype
Bayesian Optimal Active Search and Surveying0
Generative Maximum Entropy Learning for Multiclass Classification0
Polynomial expansion of the binary classification functionCode0
Classification approach based on association rules mining for unbalanced data0
An Exact Algorithm for F-Measure Maximization0
Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation Dynamics0
Survey & Experiment: Towards the Learning Accuracy0
Direct Loss Minimization for Structured Prediction0
Online Classification with Specificity Constraints0
A bagging SVM to learn from positive and unlabeled examplesCode0
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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