SOTAVerified

Binary Classification

Papers

Showing 541550 of 2574 papers

TitleStatusHype
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
Show:102550
← PrevPage 55 of 258Next →

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