SOTAVerified

Binary Classification

Papers

Showing 226250 of 2574 papers

TitleStatusHype
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex AnnotationsCode0
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
A benchmark of categorical encoders for binary classificationCode0
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic NodesCode0
DIALOG-22 RuATD Generated Text DetectionCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Differentially Private Fair Binary ClassificationsCode0
Distributed Variational Inference for Online Supervised LearningCode0
Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)Code0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
Detecting Decision Ambiguity from Facial ImagesCode0
ABCFair: an Adaptable Benchmark approach for Comparing Fairness MethodsCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active LearningCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
An Optimization Approach to Learning Falling Rule ListsCode0
Discriminative Active LearningCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
A CNN adapted to time series for the classification of SupernovaeCode0
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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