SOTAVerified

Binary Classification

Papers

Showing 291300 of 2574 papers

TitleStatusHype
DIALOG-22 RuATD Generated Text DetectionCode0
Do We Really Need Imputation in AutoML Predictive Modeling?Code0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Generative Adversarial Active Learning for Unsupervised Outlier DetectionCode0
Analysing Risk of Coronary Heart Disease through Discriminative Neural NetworksCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
A Characterwise Windowed Approach to Hebrew Morphological SegmentationCode0
Deep Transfer Learning for Static Malware ClassificationCode0
Deep Face Forgery DetectionCode0
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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