SOTAVerified

Binary Classification

Papers

Showing 351400 of 2574 papers

TitleStatusHype
Detecting Financial Bots on the Ethereum BlockchainCode0
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and DiscoveryCode0
Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning ApproachCode0
Detecting Decision Ambiguity from Facial ImagesCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural NetworksCode0
AdaNet: Adaptive Structural Learning of Artificial Neural NetworksCode0
Ensemble Genetic ProgrammingCode0
ATPboost: Learning Premise Selection in Binary Setting with ATP FeedbackCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino StudentsCode0
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear DetectionCode0
Event detection in Twitter: A keyword volume approachCode0
Evolutionary Multitasking AUC OptimizationCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Exponentially vanishing sub-optimal local minima in multilayer neural networksCode0
Deep Generative Learning via Variational Gradient FlowCode0
Fairness in Multi-Task Learning via Wasserstein BarycentersCode0
AdaBoost and robust one-bit compressed sensingCode0
Deep Face Forgery DetectionCode0
Deep Transfer Learning for Static Malware ClassificationCode0
Decorrelation using Optimal TransportCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
Analysing Risk of Coronary Heart Disease through Discriminative Neural NetworksCode0
Finding Strong Lottery Ticket Networks with Genetic AlgorithmsCode0
FROC: Building Fair ROC from a Trained ClassifierCode0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
Fuzzy granular approximation classifierCode0
Auxiliary gradient-based sampling algorithmsCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young InfantsCode0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
On double-descent in uncertainty quantification in overparametrized modelsCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient’s PerspectiveCode0
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPICode0
Geospatial Disparities: A Case Study on Real Estate Prices in ParisCode0
Adaptive Neural Networks for Efficient InferenceCode0
Cross-Database Liveness Detection: Insights from Comparative Biometric AnalysisCode0
COVID-19 detection using ViT transformer-based approach from Computed Tomography ImagesCode0
Bayesian Approximate Kernel Regression with Variable SelectionCode0
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust OptimizationCode0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
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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