SOTAVerified

Binary Classification

Papers

Showing 17611770 of 2574 papers

TitleStatusHype
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability0
Linear Predictive Coding for Acute Stress Prediction from Computer Mouse Movements0
Dutch Humor Detection by Generating Negative Examples0
One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification0
Pairwise Representation Learning for Event Coreference0
How to Control the Error Rates of Binary Classifiers0
Precise Statistical Analysis of Classification Accuracies for Adversarial Training0
GANs for learning from very high class conditional noisy labels0
A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction0
Enhancing the Identification of Cyberbullying through Participant Roles0
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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