SOTAVerified

Binary Classification

Papers

Showing 971980 of 2574 papers

TitleStatusHype
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?0
Re-Benchmarking Pool-Based Active Learning for Binary ClassificationCode0
Hierarchical confusion matrix for classification performance evaluationCode0
SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method0
NoCoLA: The Norwegian Corpus of Linguistic AcceptabilityCode0
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images0
Strokes2Surface: Recovering Curve Networks From 4D Architectural Design SketchesCode0
Making Binary Classification from Multiple Unlabeled Datasets Almost Free of Supervision0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
Machine-Learning Kronecker Coefficients0
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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