SOTAVerified

Binary Classification

Papers

Showing 871880 of 2574 papers

TitleStatusHype
Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification0
Dynamic Feature Scaling for Online Learning of Binary Classifiers0
A Distraction Score for Watermarks0
Fairness in Machine Learning: A Survey0
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron0
Dynamic Spectrum Matching with One-shot Learning0
Early Detection of At-Risk Students Using Machine Learning0
Early Detection of Depression and Eating Disorders in Spanish: UNSL at MentalRiskES 20230
Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine0
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability0
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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