SOTAVerified

Binary Classification

Papers

Showing 25612570 of 2574 papers

TitleStatusHype
Probabilistic learning of boolean functions applied to the binary classification problem with categorical covariatesCode0
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair ClassificationCode0
Neural network interpretability for forecasting of aggregated renewable generationCode0
Probabilistic Scores of Classifiers, Calibration is not EnoughCode0
Inferring Distributions Over Depth from a Single ImageCode0
Probabilistic Truly Unordered Rule SetsCode0
Biased Heritage: How Datasets Shape Models in Facial Expression RecognitionCode0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Turkish Delights: a Dataset on Turkish EuphemismsCode0
Neuro-symbolic Rule Learning in Real-world Classification TasksCode0
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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