SOTAVerified

Binary Classification

Papers

Showing 201210 of 2574 papers

TitleStatusHype
Iris Presentation Attack Detection Based on Photometric Stereo FeaturesCode1
VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG SignalsCode1
Training Classifiers with Natural Language ExplanationsCode1
Robust Loss Functions under Label Noise for Deep Neural NetworksCode1
Multi-class probabilistic classification using inductive and cross Venn-Abers predictorsCode1
Sampling Generative NetworksCode1
Stereo Matching by Training a Convolutional Neural Network to Compare Image PatchesCode1
On distinguishability criteria for estimating generative modelsCode1
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework0
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios0
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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