SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 376–400 of 2574 papers

TitleStatusHype
Automatic Detection of Cyberbullying in Social Media Text—0
Automatic detection of stance towards vaccination in online discussion forums—0
Automatic Difficulty Classification of Arabic Sentences—0
Automatic learning algorithm selection for classification via convolutional neural networks—0
Automatic Main Character Recognition for Photographic Studies—0
Automatic Radar Signal Detection and FFT Estimation using Deep Learning—0
Automatic Sexism Detection with Multilingual Transformer Models—0
Automatic TM Cleaning through MT and POS Tagging: Autodesk's Submission to the NLP4TM 2016 Shared Task—0
Automatic Transformation of Clinical Narratives into Structured Format—0
Autoregressive Generative Adversarial Networks—0
Analysis of High-dimensional Gaussian Labeled-unlabeled Mixture Model via Message-passing Algorithm—0
Analysis of human visual field information using machine learning methods and assessment of their accuracy—0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)—0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning—0
Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data—0
Accurate Streaming Support Vector Machines—0
Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning—0
Bad and good errors: value-weighted skill scores in deep ensemble learning—0
Balanced off-policy evaluation in general action spaces—0
Balancing Fairness and Accuracy in Data-Restricted Binary Classification—0
Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification—0
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels—0
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields—0
An Approach to Reducing Annotation Costs for BioNLP—0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes—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