SOTAVerified

Binary Classification

Papers

Showing 11211130 of 2574 papers

TitleStatusHype
Movement-Prediction-Adjusted Naïve Forecast0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD0
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction0
G2D: Generate to Detect Anomaly0
Classification with Deep Neural Networks and Logistic Loss0
GAN-based Vertical Federated Learning for Label Protection in Binary Classification0
GANs for learning from very high class conditional noisy labels0
GANs 'N Lungs: improving pneumonia prediction0
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification0
Can depth-adaptive BERT perform better on binary classification tasks0
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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