SOTAVerified

Binary Classification

Papers

Showing 181190 of 2574 papers

TitleStatusHype
Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack DetectionCode1
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
The MCC-F1 curve: a performance evaluation technique for binary classificationCode1
Achieving robustness in classification using optimal transport with hinge regularizationCode1
MC-BERT: Efficient Language Pre-Training via a Meta ControllerCode1
Modularizing Deep Learning via Pairwise Learning With KernelsCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
Learning from Aggregate ObservationsCode1
SpeedNet: Learning the Speediness in VideosCode1
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment CorpusCode1
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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