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Binary Classification

Papers

Showing 861870 of 2574 papers

TitleStatusHype
Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification0
Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification0
ClassiFIM: An Unsupervised Method To Detect Phase Transitions0
Collaborative Multidisciplinary Design Optimization with Neural Networks0
Cold-start Playlist Recommendation with Multitask Learning0
Beyond Toxic: Toxicity Detection Datasets are Not Enough for Brand Safety0
D-SVM over Networked Systems with Non-Ideal Linking Conditions0
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization0
Dutch Humor Detection by Generating Negative Examples0
A 'Gibbs-Newton' Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Models0
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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