SOTAVerified

Binary Classification

Papers

Showing 201225 of 2574 papers

TitleStatusHype
Sampling Generative NetworksCode1
Self-supervised Spatial Reasoning on Multi-View Line DrawingsCode1
Counterfactual Zero-Shot and Open-Set Visual RecognitionCode1
Stereo Matching by Training a Convolutional Neural Network to Compare Image PatchesCode1
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly DetectionCode1
STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep CentersCode1
TE2Rules: Explaining Tree Ensembles using RulesCode1
An Empirical Evaluation of End-to-End Polyphonic Optical Music RecognitionCode1
Distributed Variational Inference for Online Supervised LearningCode0
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
Differentially Private Fair Binary ClassificationsCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
DIALOG-22 RuATD Generated Text DetectionCode0
Discriminative Active LearningCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
Detecting Decision Ambiguity from Facial ImagesCode0
A benchmark of categorical encoders for binary classificationCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)Code0
ABCFair: an Adaptable Benchmark approach for Comparing Fairness MethodsCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
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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