SOTAVerified

Binary Classification

Papers

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Showing 476–500 of 2574 papers

TitleStatusHype
BLIA: Detect model memorization in binary classification model through passive Label Inference attack—0
A Universal Growth Rate for Learning with Smooth Surrogate Losses—0
A Minimax Probability Machine for Non-Decomposable Performance Measures—0
A Univariate Bound of Area Under ROC—0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning—0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations—0
Boosting in the presence of outliers: adaptive classification with non-convex loss functions—0
Boosting the kernelized shapelets: Theory and algorithms for local features—0
Boosting the Performance of Transformer Architectures for Semantic Textual Similarity—0
Boosting with Abstention—0
A Methodology for Player Modeling based on Machine Learning—0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks—0
Brain Tumor Radiogenomic Classification—0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns—0
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks—0
Breaking Down Word Semantics from Pre-trained Language Models through Layer-wise Dimension Selection—0
Breaking Fair Binary Classification with Optimal Flipping Attacks—0
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT—0
A Note on Posterior Probability Estimation for Classifiers—0
A Notion of Uniqueness for the Adversarial Bayes Classifier—0
AUL is a better optimization metric in PU learning—0
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning—0
An "outside the box" solution for imbalanced data classification—0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators—0
A method for classification of data with uncertainty using hypothesis testing—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