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Binary Classification

Papers

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Showing 201–250 of 2574 papers

TitleStatusHype
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean SpaceCode1
Robust Contrastive Learning against Noisy ViewsCode1
Sampling Generative NetworksCode1
Scalable Quantum Neural Networks for ClassificationCode1
Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error EstimationCode1
Self-Calibrating Conformal PredictionCode1
Noisy Correspondence Learning with Meta Similarity CorrectionCode1
An Empirical Evaluation of End-to-End Polyphonic Optical Music RecognitionCode1
A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy—0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem—0
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context—0
A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold—0
A Fair Classifier Using Kernel Density Estimation—0
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons—0
Abnormal Road Surface Detection Using Wheel Sensor Data—0
A Comparison of Modeling Preprocessing Techniques—0
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks—0
Explaining a probabilistic prediction on the simplex with Shapley compositions—0
Adversarial Surrogate Risk Bounds for Binary Classification—0
Anomalous Sound Detection Using a Binary Classification Model and Class Centroids—0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline—0
A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking—0
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods—0
Adversarial Surrogate Losses for Ordinal Regression—0
Optimized Score Transformation for Consistent Fair Classification—0
Estimating a sharp convergence bound for randomized ensembles—0
Adversarial Risk via Optimal Transport and Optimal Couplings—0
A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches—0
Adversarial Examples from Cryptographic Pseudo-Random Generators—0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets—0
A Self-Supervised Transformer for Unusable Shared Bike Detection—0
Data classification by quantum radial basis function networks—0
An Interpretable Machine Learning Approach to Understanding the Relationships between Solar Flares and Source Active Regions—0
HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection—0
A comparative study on machine learning approaches for rock mass classification using drilling data—0
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification—0
A No Free Lunch Theorem for Human-AI Collaboration—0
An Improved Dung Beetle Optimizer for Random Forest Optimization—0
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification—0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations—0
Anomaly Detection using Capsule Networks for High-dimensional Datasets—0
Adverse Drug Reaction Classification With Deep Neural Networks—0
Adversarial examples from computational constraints—0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns—0
AE-SMOTE: A Multi-Modal Minority Oversampling Framework—0
A Note on Posterior Probability Estimation for Classifiers—0
A Notion of Uniqueness for the Adversarial Bayes Classifier—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
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition—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