SOTAVerified

Binary Classification

Papers

Showing 20712080 of 2574 papers

TitleStatusHype
A Novel Supervised Deep Learning Solution to Detect Distributed Denial of Service (DDoS) attacks on Edge Systems using Convolutional Neural Networks (CNN)0
An Overview of General Performance Metrics of Binary Classifier Systems0
A Petri Dish for Histopathology Image Analysis0
A plug-in approach to maximising precision at the top and recall at the top0
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification0
Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification0
Application of Quantum Tensor Networks for Protein Classification0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology0
Application of Unsupervised Domain Adaptation for Structural MRI 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