SOTAVerified

Binary Classification

Papers

Showing 551575 of 2574 papers

TitleStatusHype
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Deep Face Forgery DetectionCode0
Deep Generative Learning via Variational Gradient FlowCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
Deep Transfer Learning for Static Malware ClassificationCode0
Discriminative Active LearningCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
Classification using Ensemble Learning under Weighted Misclassification LossCode0
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
A Reductions Approach to Fair ClassificationCode0
Aggregating Layers for Deepfake DetectionCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient’s PerspectiveCode0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary ClassificationCode0
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification FrameworkCode0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
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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