SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 2574 papers

TitleStatusHype
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem—0
A Novel Gaussian Min-Max Theorem and its Applications—0
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification—0
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques—0
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning—0
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation—0
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks—0
An example of use of Variational Methods in Quantum Machine Learning—0
Advancing Physics Data Analysis through Machine Learning and Physics-Informed Neural Networks—0
An Exact Algorithm for F-Measure Maximization—0
A New Variational Model for Binary Classification in the Supervised Learning Context—0
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT—0
A Comparative Analysis of Android Malware—0
Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees—0
Asymptotic Behavior of Adversarial Training in Binary Classification—0
A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks—0
A New Perspective on Pool-Based Active Classification and False-Discovery Control—0
A new method for binary classification of proteins with Machine Learning—0
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification—0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm—0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge—0
A study on cost behaviors of binary classification measures in class-imbalanced problems—0
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning—0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making—0
A Distraction Score for Watermarks—0
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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