SOTAVerified

Binary Classification

Papers

Showing 251275 of 2574 papers

TitleStatusHype
Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary ClassificationCode0
Efficient line search for optimizing Area Under the ROC Curve in gradient descentCode0
FairGridSearch: A Framework to Compare Fairness-Enhancing ModelsCode0
Fairness in Multi-Task Learning via Wasserstein BarycentersCode0
Fast Meta-Learning for Adaptive Hierarchical Classifier DesignCode0
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Distributed Variational Inference for Online Supervised LearningCode0
A CNN adapted to time series for the classification of SupernovaeCode0
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-TaskingCode0
Discriminative Active LearningCode0
Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imageryCode0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
A New Dataset and Methodology for Malicious URL ClassificationCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic DataCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
DIALOG-22 RuATD Generated Text DetectionCode0
Detecting Decision Ambiguity from Facial ImagesCode0
A Baseline for Shapley Values in MLPs: from Missingness to NeutralityCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture SearchCode0
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News DetectionCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
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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