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Binary Classification

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Showing 1326–1350 of 2574 papers

TitleStatusHype
Cluster-based classification with neural ODEs via control—0
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models—0
Optimizing Average Precision using Weakly Supervised Data—0
Optimizing CNN Architectures for Advanced Thoracic Disease Classification—0
Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging—0
Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model—0
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach—0
Optimizing Large Language Models for Detecting Symptoms of Comorbid Depression or Anxiety in Chronic Diseases: Insights from Patient Messages—0
Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning—0
Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information—0
Optimizing Shallow Networks for Binary Classification—0
Optimizing Sparse Generalized Singular Vectors for Feature Selection in Proximal Support Vector Machines with Application to Breast and Ovarian Cancer Detection—0
Oracle-Efficient Differentially Private Learning with Public Data—0
Ordinal Regression With Multiple Output CNN for Age Estimation—0
Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices—0
Orthogonal Decomposition Network for Pixel-Wise Binary Classification—0
Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers—0
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020—0
Overview of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments—0
Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages—0
Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages—0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2021—0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020—0
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021—0
PAC-Bayesian risk bounds for fully connected deep neural network with Gaussian priors—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