SOTAVerified

Binary Classification

Papers

Showing 811820 of 2574 papers

TitleStatusHype
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices0
Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review0
Ord2Seq: Regarding Ordinal Regression as Label Sequence PredictionCode0
A benchmark of categorical encoders for binary classificationCode0
Exploring Binary Classification Loss For Speaker VerificationCode1
Integer Factorisation, Fermat & Machine Learning on a Classical Computer0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations0
Handwritten and Printed Text Segmentation: A Signature Case Study0
Fairness of ChatGPT and the Role Of Explainable-Guided PromptsCode0
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations0
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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