SOTAVerified

Binary Classification

Papers

Showing 18111820 of 2574 papers

TitleStatusHype
Using Large Language Models to Provide Explanatory Feedback to Human Tutors0
Using massive health insurance claims data to predict very high-cost claimants: a machine learning approach0
Using Taylor-Approximated Gradients to Improve the Frank-Wolfe Method for Empirical Risk Minimization0
Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks0
Using tournaments to calculate AUROC for zero-shot classification with LLMs0
Using Word Embeddings to Analyze Protests News0
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation0
Utilizing coarse-grained data in low-data settings for event extraction0
Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs0
Utterance-level neural confidence measure for end-to-end children speech recognition0
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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