SOTAVerified

Binary Classification

Papers

Showing 126150 of 2574 papers

TitleStatusHype
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
Diffusion Mechanism in Residual Neural Network: Theory and ApplicationsCode1
Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball CrowdsCode1
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier ExamplesCode1
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment CorpusCode1
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake DetectionCode1
Counterfactual Zero-Shot and Open-Set Visual RecognitionCode1
An Empirical Evaluation of End-to-End Polyphonic Optical Music RecognitionCode1
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly DetectionCode1
Constructing long-short stock portfolio with a new listwise learn-to-rank algorithmCode1
An Expert Annotated Dataset for the Detection of Online MisogynyCode1
De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring ImagesCode1
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
Self-supervised Spatial Reasoning on Multi-View Line DrawingsCode1
DALC: the Dutch Abusive Language CorpusCode1
Rank consistent ordinal regression for neural networks with application to age estimationCode1
Detecting Spam Reviews on Vietnamese E-commerce WebsitesCode1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
AGILE3D: Attention Guided Interactive Multi-object 3D SegmentationCode1
A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias AssessmentsCode1
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack DetectionCode1
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire DetectionCode1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
An Algorithm for Learning Smaller Representations of Models With Scarce DataCode1
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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