SOTAVerified

Binary Classification

Papers

Showing 201210 of 2574 papers

TitleStatusHype
Constrained Optimization to Train Neural Networks on Critical and Under-Represented ClassesCode1
Exploring Binary Classification Loss For Speaker VerificationCode1
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean SpaceCode1
Robust Contrastive Learning against Noisy ViewsCode1
Robust Loss Functions under Label Noise for Deep Neural NetworksCode1
Sampling Generative NetworksCode1
Multi-Label Knowledge DistillationCode1
An Empirical Evaluation of End-to-End Polyphonic Optical Music RecognitionCode1
A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem0
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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