SOTAVerified

Binary Classification

Papers

Showing 12811290 of 2574 papers

TitleStatusHype
Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge0
What Can Be Predicted from Six Seconds of Driver Glances?0
What Makes a Concept Complex? Measuring Conceptual Complexity as a Precursor for Text Simplification0
What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts0
What's Race Got to do with it? Predicting Youth Depression Across Racial Groups Using Machine and Deep Learning0
When does gradient descent with logistic loss find interpolating two-layer networks?0
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers0
When is the majority-vote classifier beneficial?0
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study0
When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models?0
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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