SOTAVerified

Binary Classification

Papers

Showing 351360 of 2574 papers

TitleStatusHype
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding ApproachCode0
Systematic Evaluation of Synthetic Data Augmentation for Multi-class NetFlow Traffic0
CTRQNets & LQNets: Continuous Time Recurrent and Liquid Quantum Neural Networks0
Infusing Acoustic Pause Context into Text-Based Dementia Assessment0
Logic interpretations of ANN partition cells0
A Novel Feature Space Augmentation Method to Improve Classification Performance and Evaluation ReliabilityCode0
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection0
Obfuscated Memory Malware Detection0
DeepDiveAI: Identifying AI Related Documents in Large Scale Literature Data0
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation0
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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