SOTAVerified

Binary Classification

Papers

Showing 351375 of 2574 papers

TitleStatusHype
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and DiscoveryCode0
Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning ApproachCode0
Deep Generative Learning via Variational Gradient FlowCode0
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networksCode0
Deep Transfer Learning for Static Malware ClassificationCode0
Efficient line search for optimizing Area Under the ROC Curve in gradient descentCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Automated Evaluation of Out-of-Context ErrorsCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Decorrelation using Optimal TransportCode0
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie ReviewsCode0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino StudentsCode0
AdaBoost and robust one-bit compressed sensingCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Evolutionary Multitasking AUC OptimizationCode0
Expanding boundaries of Gap Safe screeningCode0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Exploring the Performance of Continuous-Time Dynamic Link Prediction AlgorithmsCode0
Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary ClassificationCode0
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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