SOTAVerified

Binary Classification

Papers

Showing 251260 of 2574 papers

TitleStatusHype
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem0
A Novel Gaussian Min-Max Theorem and its Applications0
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification0
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques0
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition0
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning0
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation0
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks0
An example of use of Variational Methods in Quantum Machine Learning0
Advancing Physics Data Analysis through Machine Learning and Physics-Informed Neural Networks0
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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