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Binary Classification

Papers

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Showing 1851–1875 of 2574 papers

TitleStatusHype
Generation of Differentially Private Heterogeneous Electronic Health Records—0
NewB: 200,000+ Sentences for Political Bias DetectionCode0
Experiments on Paraphrase Identification Using Quora Question Pairs Dataset—0
Near-Tight Margin-Based Generalization Bounds for Support Vector Machines—0
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification—0
On the Equivalence between Online and Private Learnability beyond Binary Classification—0
Solution Path Algorithm for Twin Multi-class Support Vector MachineCode0
Challenge report: Recognizing Families In the Wild Data Challenge—0
Counterfactual Detection meets Transfer LearningCode0
Language Representation Models for Fine-Grained Sentiment ClassificationCode0
Learning to map between ferns with differentiable binary embedding networks—0
Pointwise Paraphrase Appraisal is Potentially Problematic—0
KL-Divergence-Based Region Proposal Network for Object Detection—0
Fair Classification via Unconstrained Optimization—0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds—0
DisCoveR: Accurate & Efficient Discovery of Declarative Process Models—0
Classification of Spam Emails through Hierarchical Clustering and Supervised Learning—0
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks—0
On Learnability under General Stochastic Processes—0
Evolved Explainable Classifications for Lymph Node Metastases—0
Target-Speaker Voice Activity Detection: a Novel Approach for Multi-Speaker Diarization in a Dinner Party Scenario—0
Training conformal predictors—0
Semi-supervised lung nodule retrieval—0
Practical Perspectives on Quality Estimation for Machine Translation—0
Implementation of Supervised Training Approaches for Monolingual Word Sense Alignment: ACDH-CH System Description for the MWSA Shared Task at GlobaLex 2020—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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