SOTAVerified

Binary Classification

Papers

Showing 731740 of 2574 papers

TitleStatusHype
The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky PatternsCode0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
Differentially Private Fair Binary ClassificationsCode0
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?0
Fixed Random Classifier Rearrangement for Continual Learning0
On Trojan Signatures in Large Language Models of Code0
Annotation and Classification of Relevant Clauses in Terms-and-Conditions ContractsCode0
Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions0
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
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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