SOTAVerified

Binary Classification

Papers

Showing 7180 of 2574 papers

TitleStatusHype
How to Learn a Star: Binary Classification with Starshaped Polyhedral Sets0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
The Double Descent Behavior in Two Layer Neural Network for Binary Classification0
Subject-independent Classification of Meditative State from the Resting State using EEG0
Bug Destiny Prediction in Large Open-Source Software Repositories through Sentiment Analysis and BERT Topic ModelingCode0
Intelligent Detection of Non-Essential IoT Traffic on the Home Gateway0
Data Selection for ERMs0
A Baseline for Self-state Identification and Classification in Mental Health Data: CLPsych 2025 Task0
How to Achieve Higher Accuracy with Less Training Points?0
Wearable-Derived Behavioral and Physiological Biomarkers for Classifying Unipolar and Bipolar Depression Severity0
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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