SOTAVerified

Binary Classification

Papers

Showing 351360 of 2574 papers

TitleStatusHype
Deep Face Forgery DetectionCode0
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and DiscoveryCode0
Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning ApproachCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Effect of the output activation function on the probabilities and errors in medical image segmentationCode0
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
Efficient line search for optimizing Area Under the ROC Curve in gradient descentCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
AdaBoost and robust one-bit compressed sensingCode0
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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