SOTAVerified

Binary Classification

Papers

Showing 201250 of 2574 papers

TitleStatusHype
Counterfactual Zero-Shot and Open-Set Visual RecognitionCode1
stream-learn -- open-source Python library for difficult data stream batch analysisCode1
Strong Optimal Classification TreesCode1
Describing Differences between Text Distributions with Natural LanguageCode1
TE2Rules: Explaining Tree Ensembles using RulesCode1
Testing the Consistency of Performance Scores Reported for Binary Classification ProblemsCode1
Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball CrowdsCode1
An Empirical Evaluation of End-to-End Polyphonic Optical Music RecognitionCode1
Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural NetworksCode0
Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approachCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
Embedding Uncertain Knowledge GraphsCode0
Ensemble Genetic ProgrammingCode0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary ClassificationCode0
Effect of the output activation function on the probabilities and errors in medical image segmentationCode0
AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active LearningCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic NodesCode0
Do We Really Need Imputation in AutoML Predictive Modeling?Code0
Ensemble Methods for Robust Support Vector Machines using Integer ProgrammingCode0
Distributed Variational Inference for Online Supervised LearningCode0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoffCode0
Annotation and Classification of Relevant Clauses in Terms-and-Conditions ContractsCode0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
A benchmark of categorical encoders for binary classificationCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)Code0
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex AnnotationsCode0
DIALOG-22 RuATD Generated Text DetectionCode0
Discriminative Active LearningCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
Detecting Decision Ambiguity from Facial ImagesCode0
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
ABCFair: an Adaptable Benchmark approach for Comparing Fairness MethodsCode0
Differentially Private Fair Binary ClassificationsCode0
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie ReviewsCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
A CNN adapted to time series for the classification of SupernovaeCode0
An Optimization Approach to Learning Falling Rule ListsCode0
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary 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
EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language ModelsCode0
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-TaskingCode0
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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