SOTAVerified

Binary Classification

Papers

Showing 20812090 of 2574 papers

TitleStatusHype
Zero-Shot Multi-modal Large Language Model v.s. Supervised Deep Learning: A Comparative Study on CT-Based Intracranial Hemorrhage SubtypingCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Temporal Label Smoothing for Early Event PredictionCode0
DIALOG-22 RuATD Generated Text DetectionCode0
Automated Evaluation of Out-of-Context ErrorsCode0
Propensity-to-Pay: Machine Learning for Estimating Prediction UncertaintyCode0
Differentially Private Fair Binary ClassificationsCode0
Temporal Stability in Predictive Process MonitoringCode0
Signed Graph Metric Learning via Gershgorin Disc Perfect AlignmentCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
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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