SOTAVerified

Binary Classification

Papers

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Showing 1291–1300 of 2574 papers

TitleStatusHype
On the equivalence between Kolmogorov-Smirnov and ROC curve metrics for binary classification—0
On the Equivalence between Online and Private Learnability beyond Binary Classification—0
On the existence of consistent adversarial attacks in high-dimensional linear classification—0
On the existence of solutions to adversarial training in multiclass classification—0
On the Generalization Ability of Unsupervised Pretraining—0
On the Generalization of the C-Bound to Structured Output Ensemble Methods—0
On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves—0
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds—0
On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space—0
On the Implicit Bias of Linear Equivariant Steerable Networks—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified