SOTAVerified

Binary Classification

Papers

Showing 971980 of 2574 papers

TitleStatusHype
Boosting with Abstention0
Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems0
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums0
Evolved Explainable Classifications for Lymph Node Metastases0
A Report on the Complex Word Identification Shared Task 20180
Exploiting Unlabeled Data for Neural Grammatical Error Detection0
Exceedance Probability Forecasting via Regression for Significant Wave Height Prediction0
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language0
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning0
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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