SOTAVerified

Binary Classification

Papers

Showing 611620 of 2574 papers

TitleStatusHype
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF3600
Compressing (Multidimensional) Learned Bloom Filters0
Compressor-Based Classification for Atrial Fibrillation Detection0
Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan0
A Large Visual, Qualitative and Quantitative Dataset of Web Pages0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue0
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning0
Corruption Robust Active Learning0
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset0
A Hybrid Approach for Binary Classification of Imbalanced Data0
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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