SOTAVerified

Binary Classification

Papers

Showing 111120 of 2574 papers

TitleStatusHype
TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data0
Probabilistic Quantum SVM Training on Ising Machine0
Patch-based learning of adaptive Total Variation parameter maps for blind image denoising0
Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion0
Scaled Supervision is an Implicit Lipschitz RegularizerCode0
TruthLens:A Training-Free Paradigm for DeepFake Detection0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes0
Analysis of human visual field information using machine learning methods and assessment of their accuracy0
Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory0
Adaptive Deep Learning for Multiclass Breast Cancer Classification via Misprediction Risk Analysis0
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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