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Binary Classification

Papers

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Showing 2376–2400 of 2574 papers

TitleStatusHype
Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method—0
Crowd Scene Analysis using Deep Learning Techniques—0
Binary Classification with XOR Queries: Fundamental Limits and An Efficient Algorithm—0
Crowdsourcing with Sparsely Interacting Workers—0
CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness—0
CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data—0
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense—0
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification—0
CTRQNets & LQNets: Continuous Time Recurrent and Liquid Quantum Neural Networks—0
Curating corpora with classifiers: A case study of clean energy sentiment online—0
CVAE-based Re-anchoring for Implicit Discourse Relation Classification—0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language—0
Cyber Knowledge Completion Using Large Language Models—0
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks—0
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing—0
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification—0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification—0
Data Augmentation via Diffusion Model to Enhance AI Fairness—0
Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images—0
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels—0
Data-driven optimal stopping: A pure exploration analysis—0
Data-driven prediction and control of extreme events in a chaotic flow—0
Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection—0
Data Selection for ERMs—0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis—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