SOTAVerified

Binary Classification

Papers

Showing 376400 of 2574 papers

TitleStatusHype
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