SOTAVerified

Binary Classification

Papers

Showing 13611370 of 2574 papers

TitleStatusHype
Ecological Neural Architecture Search0
Effective Class-Imbalance learning based on SMOTE and Convolutional Neural Networks0
Effective Data Augmentation for Sentence Classification Using One VAE per Class0
Effectively Leveraging BERT for Legal Document Classification0
Efficient computation and analysis of distributional Shapley values0
Efficient Large-Scale Structured Learning0
Efficient logic architecture in training gradient boosting decision tree for high-performance and edge computing0
Efficient Optimal PAC Learning0
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines0
Efficient Training of One Class Classification-SVMs0
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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