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Binary Classification

Papers

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Showing 1876–1900 of 2574 papers

TitleStatusHype
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams—0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments—0
Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees—0
Explaining a probabilistic prediction on the simplex with Shapley compositions—0
Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment—0
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings—0
ClassiFIM: An Unsupervised Method To Detect Phase Transitions—0
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation—0
3D-EDM: Early Detection Model for 3D-Printer Faults—0
3D Interest Point Detection via Discriminative Learning—0
A Baseline for Self-state Identification and Classification in Mental Health Data: CLPsych 2025 Task—0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge—0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline—0
Abnormal Road Surface Detection Using Wheel Sensor Data—0
A Boosting Algorithm for Positive-Unlabeled Learning—0
AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing—0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning—0
Accelerated Neural Network Training with Rooted Logistic Objectives—0
Accelerating Stochastic Gradient Descent Using Antithetic Sampling—0
Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification—0
Accurate and Data-Efficient Micro-XRD Phase Identification Using Multi-Task Learning: Application to Hydrothermal Fluids—0
Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty—0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks—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