SOTAVerified

Binary Classification

Papers

Showing 20112020 of 2574 papers

TitleStatusHype
On the rates of convergence for learning with convolutional neural networks0
On the relation between accuracy and fairness in binary classification0
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation0
On the sample complexity of parameter estimation in logistic regression with normal design0
On Trojan Signatures in Large Language Models of Code0
On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery0
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences0
Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible?0
Optical detection of Aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms0
Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation0
Show:102550
← PrevPage 202 of 258Next →

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