SOTAVerified

Binary Classification

Papers

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Showing 751–775 of 2574 papers

TitleStatusHype
BNS-Net: A Dual-channel Sarcasm Detection Method Considering Behavior-level and Sentence-level Conflicts—0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack—0
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization—0
A No Free Lunch Theorem for Human-AI Collaboration—0
Adversarial Surrogate Losses for Ordinal Regression—0
Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types—0
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification—0
Biomarker based Cancer Classification using an Ensemble with Pre-trained Models—0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff—0
A comparative study on machine learning approaches for rock mass classification using drilling data—0
Binary disease prediction using tail quantiles of the distribution of continuous biomarkers—0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models—0
HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection—0
Binary Classifier Calibration: Bayesian Non-Parametric Approach—0
Binary Classification with Positive Labeling Sources—0
An Interpretable Machine Learning Approach to Understanding the Relationships between Solar Flares and Source Active Regions—0
Adversarial Risk via Optimal Transport and Optimal Couplings—0
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics—0
Binary Classification with Instance and Label Dependent Label Noise—0
Binary classification with corrupted labels—0
Binary Classification with Confidence Difference—0
Adversarial Examples from Cryptographic Pseudo-Random Generators—0
A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches—0
Binary Classification with Classical Instances and Quantum Labels—0
Binary Classification with Bounded Abstention Rate—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