SOTAVerified

Binary Classification

Papers

Showing 17211730 of 2574 papers

TitleStatusHype
Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson's Disease0
Large Deviations for Classification Performance Analysis of Machine Learning Systems0
Large Language Model Routing with Benchmark Datasets0
Large Language Models for Healthcare Text Classification: A Systematic Review0
Large Language Models For Text Classification: Case Study And Comprehensive Review0
Large-Margin Classification with Multiple Decision Rules0
Large-Margin Convex Polytope Machine0
Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning0
Large Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events0
Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification0
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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