SOTAVerified

Binary Classification

Papers

Showing 19711980 of 2574 papers

TitleStatusHype
A generalized quadratic loss for SVM and Deep Neural Networks0
A Generalized Weighted Loss for SVC and MLP0
Aggregated Hold-Out0
A 'Gibbs-Newton' Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Models0
A global feature extraction model for the effective computer aided diagnosis of mild cognitive impairment using structural MRI images0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space0
A Hierarchical Approach to Neural Context-Aware Modeling0
A Hybrid Approach for Binary Classification of Imbalanced Data0
A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture0
Show:102550
← PrevPage 198 of 258Next →

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