SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 526–550 of 2574 papers

TitleStatusHype
Comparative judgments are more consistent than binary classification for labelling word complexity—0
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction—0
Attention with Trained Embeddings Provably Selects Important Tokens—0
Alternative Microfoundations for Strategic Classification—0
Attention-Based Methods For Audio Question Answering—0
A Transformer-Based Framework for Payload Malware Detection and Classification—0
A LSTM and Cost-Sensitive Learning-Based Real-Time Warning for Civil Aviation Over-limit—0
Accurate and Data-Efficient Micro-XRD Phase Identification Using Multi-Task Learning: Application to Hydrothermal Fluids—0
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology—0
A topic-based sentence representation for extractive text summarization—0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations—0
A Three-Phase Analysis of Synergistic Effects During Co-pyrolysis of Algae and Wood for Biochar Yield Using Machine Learning—0
A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks—0
A Loopback Network for Explainable Microvascular Invasion Classification—0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models—0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models—0
A termination criterion for stochastic gradient descent for binary classification—0
A temporal model for multiple sclerosis course evolution—0
A Log-linear Gradient Descent Algorithm for Unbalanced Binary Classification using the All Pairs Squared Hinge Loss—0
Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis—0
Asymptotic Behavior of Adversarial Training in Binary Classification—0
A logical alarm for misaligned binary classifiers—0
ACTRESS: Active Retraining for Semi-supervised Visual Grounding—0
A Symmetric Loss Perspective of Reliable Machine Learning—0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees—0
Show:102550
← PrevPage 22 of 103Next →
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