SOTAVerified

Binary Classification

Papers

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Showing 1976–2000 of 2574 papers

TitleStatusHype
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features—0
Decoding Imagined Speech and Computer Control using Brain Waves—0
Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis—0
Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification—0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning—0
Training Set Effect on Super Resolution for Automated Target Recognition—0
Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibrationCode0
Learning Domain Invariant Representations for Child-Adult Classification from Speech—0
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding—0
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection—0
Data classification by quantum radial basis function networks—0
Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification—0
Fast and Furious Convergence: Stochastic Second Order Methods under InterpolationCode0
Learning from Multiple Corrupted Sources, with Application to Learning from Label Proportions—0
Predicting popularity of EV charging infrastructure from GIS data—0
Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries—0
Reconsidering Analytical Variational Bounds for Output Layers of Deep Networks—0
Ward2ICU: A Vital Signs Dataset of Inpatients from the General WardCode0
A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure—0
Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization—0
Tutorial on Implied Posterior Probability for SVMs—0
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image ClassificationCode0
GLA-Net: An Attention Network with Guided Loss for Mismatch Removal—0
The Implicit Bias of Depth: How Incremental Learning Drives GeneralizationCode0
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks—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