SOTAVerified

Binary Classification

Papers

Showing 10411050 of 2574 papers

TitleStatusHype
Balanced off-policy evaluation in general action spaces0
Detecting Anti-vaccine Content on Twitter using Multiple Message-Based Network Representations0
Detecting and Mitigating Algorithmic Bias in Binary Classification using Causal Modeling0
Bad and good errors: value-weighted skill scores in deep ensemble learning0
An Analysis of Active Learning With Uniform Feature Noise0
Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning0
Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks0
Detecting 5G Narrowband Jammers with CNN, k-nearest Neighbors, and Support Vector Machines0
Backdoor attacks on DNN and GBDT -- A Case Study from the insurance domain0
Analytic Study of Double Descent in Binary Classification: The Impact of Loss0
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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