SOTAVerified

Binary Classification

Papers

Showing 21812190 of 2574 papers

TitleStatusHype
Deep Learning for Social Media Health Text Classification0
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation0
Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs0
Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation0
Classification from Positive, Unlabeled and Biased Negative DataCode0
Convergence Rates for Empirical Estimation of Binary Classification Bounds0
Generative Adversarial Active Learning for Unsupervised Outlier DetectionCode0
Learning Confidence Sets using Support Vector Machines0
An Energy-Based Framework for Arbitrary Label Noise Correction0
Convergence Properties of Deep Neural Networks on Separable Data0
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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