SOTAVerified

Binary Classification

Papers

Showing 301325 of 2574 papers

TitleStatusHype
Discriminative Active LearningCode0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
Differentially Private Fair Binary ClassificationsCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Detecting Decision Ambiguity from Facial ImagesCode0
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
DIALOG-22 RuATD Generated Text DetectionCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Adapting multi-armed bandits policies to contextual bandits scenariosCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Deep Transfer Learning for Static Malware ClassificationCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Deep Face Forgery DetectionCode0
Decorrelation using Optimal TransportCode0
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity Matching using Adapter-tuningCode0
Deep Generative Learning via Variational Gradient FlowCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
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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