SOTAVerified

Binary Classification

Papers

Showing 23112320 of 2574 papers

TitleStatusHype
Adversarial Surrogate Losses for Ordinal Regression0
On the importance of normative data in speech-based assessment0
Predicting Adolescent Suicide Attempts with Neural Networks0
Entropy-difference based stereo error detection0
Large Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events0
Fast Meta-Learning for Adaptive Hierarchical Classifier DesignCode0
Automatic detection of stance towards vaccination in online discussion forums0
Calibration of Machine Learning Classifiers for Probability of Default Modelling0
Binary Classification from Positive-Confidence DataCode0
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models0
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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