SOTAVerified

Binary Classification

Papers

Showing 15611570 of 2574 papers

TitleStatusHype
Binary classification with corrupted labels0
Probing Pre-Trained Language Models for Disease KnowledgeCode0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit0
Anomalous Sound Detection Using a Binary Classification Model and Class Centroids0
Collaborative Multidisciplinary Design Optimization with Neural Networks0
A comprehensive solution to retrieval-based chatbot construction0
Classification algorithms applied to structure formation simulations0
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationCode0
Linear Classifiers Under Infinite Imbalance0
Early-stopped neural networks are consistent0
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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