SOTAVerified

Binary Classification

Papers

Showing 10011010 of 2574 papers

TitleStatusHype
Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets0
Exploiting Unlabeled Data for Neural Grammatical Error Detection0
Clickbait Detection with Style-aware Title Modeling and Co-attention0
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens0
Exploring Correlation between Labels to improve Multi-Label Classification0
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning0
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context0
Exploring Sparsity in Multi-class Linear Discriminant Analysis0
Fairness-aware Model-agnostic Positive and Unlabeled Learning0
Show:102550
← PrevPage 101 of 258Next →

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