SOTAVerified

Binary Classification

Papers

Showing 25512574 of 2574 papers

TitleStatusHype
Sentiment-based Candidate Selection for NMTCode0
Sentiment-based Candidate Selection for NMTCode0
Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set ConditionCode0
Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled DataCode0
Improving the repeatability of deep learning models with Monte Carlo dropoutCode0
Token-level Accept or Reject: A Micro Alignment Approach for Large Language ModelsCode0
Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisationCode0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
ToNER: Type-oriented Named Entity Recognition with Generative Language ModelCode0
Sequential Classification of MisinformationCode0
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
NewB: 200,000+ Sentences for Political Bias DetectionCode0
Probing Pre-Trained Language Models for Disease KnowledgeCode0
New or Old? Exploring How Pre-Trained Language Models Represent Discourse EntitiesCode0
Auxiliary gradient-based sampling algorithmsCode0
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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