SOTAVerified

Binary Classification

Papers

Showing 10411050 of 2574 papers

TitleStatusHype
Classification via score-based generative modelling0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD0
Classification under local differential privacy0
A Generalized Weighted Loss for SVC and MLP0
A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection0
Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models0
Can depth-adaptive BERT perform better on binary classification tasks0
Classification Performance Metric Elicitation and its Applications0
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks0
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts0
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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