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Binary Classification

Papers

Showing 151175 of 2574 papers

TitleStatusHype
Architecture for Trajectory-Based Fishing Ship Classification with AIS DataCode1
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias AssessmentsCode1
Detecting Spam Reviews on Vietnamese E-commerce WebsitesCode1
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake DetectionCode1
Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power SystemCode1
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
Doppelgangers: Learning to Disambiguate Images of Similar StructuresCode1
An Expert Annotated Dataset for the Detection of Online MisogynyCode1
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial StatementsCode1
Explanatory Learning: Beyond Empiricism in Neural NetworksCode1
Exploring Binary Classification Loss For Speaker VerificationCode1
Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image ClassificationCode1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer InterfaceCode1
Feature Selection Gates with Gradient Routing for Endoscopic Image ComputingCode1
Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platformCode1
Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask PredictionCode1
Frustratingly Easy System Combination for Grammatical Error CorrectionCode1
Generalizable Method for Face Anti-Spoofing with Semi-Supervised LearningCode1
Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio EstimationCode1
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLPCode1
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier ExamplesCode1
Hard-Attention Gates with Gradient Routing for Endoscopic Image ComputingCode1
How EEG preprocessing shapes decoding performanceCode1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified