SOTAVerified

Binary Classification

Papers

Showing 19311940 of 2574 papers

TitleStatusHype
Analytic Study of Double Descent in Binary Classification: The Impact of Loss0
Binary Classification from Positive Data with Skewed Confidence0
Ensemble Genetic ProgrammingCode0
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints0
Cluster-based Zero-shot learning for multivariate data0
Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning0
Bayesian Semi-supervised Multi-category Classification under Nonparanormality0
Supporting supervised learning in fungal Biosynthetic Gene Cluster discovery: new benchmark datasetsCode0
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction0
To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers0
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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