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Binary Classification

Papers

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Showing 751–800 of 2574 papers

TitleStatusHype
BNS-Net: A Dual-channel Sarcasm Detection Method Considering Behavior-level and Sentence-level Conflicts—0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
Distributed Variational Inference for Online Supervised LearningCode0
Doppelgangers: Learning to Disambiguate Images of Similar StructuresCode1
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Majorization-Minimization for sparse SVMs—0
Enhancing Mobile Face Anti-Spoofing: A Robust Framework for Diverse Attack Types under Screen FlashCode1
Pseudo-Boolean Polynomials Approach To Edge Detection And Image Segmentation—0
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object DetectionCode1
UMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery LocalizationCode1
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
The Potential of Quantum Techniques for Stock Price Prediction—0
QKSAN: A Quantum Kernel Self-Attention Network—0
Compressor-Based Classification for Atrial Fibrillation Detection—0
Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion—0
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly DetectionCode2
WEARS: Wearable Emotion AI with Real-time Sensor data—0
What's Race Got to do with it? Predicting Youth Depression Across Racial Groups Using Machine and Deep Learning—0
Co-Speech Gesture Detection through Multi-Phase Sequence LabelingCode0
OCTAL: Graph Representation Learning for LTL Model Checking—0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
VI-Net: Boosting Category-level 6D Object Pose Estimation via Learning Decoupled Rotations on the Spherical RepresentationsCode1
Noise Sensitivity and Stability of Deep Neural Networks for Binary Classification—0
RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images—0
Kernel-Based Tests for Likelihood-Free Hypothesis TestingCode0
Explainable AI for tool wear prediction in turning—0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
DeDoDe: Detect, Don't Describe -- Describe, Don't Detect for Local Feature MatchingCode2
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study—0
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem—0
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks—0
Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras—0
Addressing Distribution Shift in RTB Markets via Exponential Tilting—0
Multi-Label Knowledge DistillationCode1
Probabilistic Invariant Learning with Randomized Linear Classifiers—0
Evaluation of a Low-Cost Single-Lead ECG Module for Vascular Ageing Prediction and Studying Smoking-induced Changes in ECG—0
A Cross-Domain Evaluation of Approaches for Causal Knowledge ExtractionCode0
Textual Data Mining for Financial Fraud Detection: A Deep Learning Approach—0
FPR Estimation for Fraud Detection in the Presence of Class-Conditional Label NoiseCode0
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
Learning to Select the Relevant History Turns in Conversational Question Answering—0
Distribution-Free Inference for the Regression Function of Binary Classification—0
Predicting Ki67, ER, PR, and HER2 Statuses from H&E-stained Breast Cancer Images—0
MAP: A Model-agnostic Pretraining Framework for Click-through Rate PredictionCode0
MTUncertainty: Assessing the Need for Post-editing of Machine Translation Outputs by Fine-tuning OpenAI LLMs—0
Classification with Deep Neural Networks and Logistic Loss—0
Towards General Visual-Linguistic Face Forgery Detection—0
Binary classification based Monte Carlo simulation—0
Retrieval-based Text Selection for Addressing Class-Imbalanced Data in Classification—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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