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Binary Classification

Papers

Showing 24712480 of 2574 papers

TitleStatusHype
High-dimensional classification by sparse logistic regressionCode0
Model Calibration in Dense Classification with Adaptive Label PerturbationCode0
High Dimensional Classification through _0-Penalized Empirical Risk MinimizationCode0
Positive unlabeled learning with tensor networksCode0
Post-hoc Bias Scoring Is Optimal For Fair ClassificationCode0
Binary Classification in Unstructured Space With Hypergraph Case-Based ReasoningCode0
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross EncodingCode0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-ExpertsCode0
Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century SpanishCode0
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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