SOTAVerified

Binary Classification

Papers

Showing 526550 of 2574 papers

TitleStatusHype
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text ClassificationCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
Aggregating Layers for Deepfake DetectionCode0
A Reductions Approach to Fair ClassificationCode0
A Cross-Domain Evaluation of Approaches for Causal Knowledge ExtractionCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
Detecting Decision Ambiguity from Facial ImagesCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Enhancing Self-Supervised Learning for Remote Sensing with Elevation Data: A Case Study with Scarce And High Level Semantic LabelsCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Deep Face Forgery DetectionCode0
Deep Generative Learning via Variational Gradient FlowCode0
Deep Transfer Learning for Static Malware ClassificationCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Decorrelation using Optimal TransportCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Classification from Positive, Unlabeled and Biased Negative DataCode0
DIALOG-22 RuATD Generated Text DetectionCode0
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
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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