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Binary Classification

Papers

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Showing 351–375 of 2574 papers

TitleStatusHype
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding ApproachCode0
Systematic Evaluation of Synthetic Data Augmentation for Multi-class NetFlow Traffic—0
CTRQNets & LQNets: Continuous Time Recurrent and Liquid Quantum Neural Networks—0
Infusing Acoustic Pause Context into Text-Based Dementia Assessment—0
Logic interpretations of ANN partition cells—0
A Novel Feature Space Augmentation Method to Improve Classification Performance and Evaluation ReliabilityCode0
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection—0
Obfuscated Memory Malware Detection—0
DeepDiveAI: Identifying AI Related Documents in Large Scale Literature Data—0
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation—0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-RaysCode0
A Little Confidence Goes a Long Way—0
pSVM: Soft-margin SVMs with p-norm Hinge LossCode0
Area under the ROC Curve has the Most Consistent Evaluation for Binary Classification—0
NP-TCMtarget: a network pharmacology platform for exploring mechanisms of action of Traditional Chinese medicine—0
Optimal Symmetries in Binary Classification—0
Protein Language Models and Machine Learning Facilitate the Identification of Antimicrobial PeptidesCode0
SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis—0
Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based InterpretabilityCode0
Cautious Calibration in Binary ClassificationCode0
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text DetectionCode1
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual CorporaCode0
SCREENER: A general framework for task-specific experiment design in quantitative MRI—0
Probabilistic Scores of Classifiers, Calibration is not EnoughCode0
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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