SOTAVerified

Binary Classification

Papers

Showing 11011150 of 2574 papers

TitleStatusHype
Deep Learning for scalp High Frequency Oscillations Identification0
Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network0
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture0
Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones0
Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data0
Deep-Learning-based Vulnerability Detection in Binary Executables0
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks0
Deep-learning-based identification of odontogenic keratocysts in hematoxylin- and eosin-stained jaw cyst specimens0
Deep Learning Based Face Recognition Method using Siamese Network0
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs0
An Adaptive Contrastive Learning Model for Spike Sorting0
Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models0
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit0
Deep Learning Architecture for Complex Word Identification0
Deep learning approach for interruption attacks detection in LEO satellite networks0
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting0
An Adaptive Algorithm for Learning with Unknown Distribution Drift0
Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages0
Supervised ML Solution for Band Assignment in Dual-Band Systems with Omnidirectional and Directional Antennas0
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations0
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning0
A Multi-task Deep Network for Person Re-identification0
Adaptive Curriculum Learning0
Multiclass Online Learning and Uniform Convergence0
Deep Detection for Face Manipulation0
Automated Mammogram Analysis with a Deep Learning Pipeline0
DeepDiveAI: Identifying AI Related Documents in Large Scale Literature Data0
Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis0
An ADMM Based Framework for AutoML Pipeline Configuration0
A Multi-task Approach to Predict Likability of Books0
Deep Attention Model for Triage of Emergency Department Patients0
Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering0
Automated interpretation of congenital heart disease from multi-view echocardiograms0
Automated Imbalanced Classification via Layered Learning0
A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation0
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems0
Decomposing Word Embedding with the Capsule Network0
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates0
Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images0
Decoding Imagined Speech and Computer Control using Brain Waves0
Automated external cervical resorption segmentation in cone-beam CT using local texture features0
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection0
Decision Making with Machine Learning and ROC Curves0
Decision-Making under Miscalibration0
Decision-based AI Visual Navigation for Cardiac Ultrasounds0
Automated dysgraphia detection by deep learning with SensoGrip0
A More Biologically Plausible Local Learning Rule for ANNs0
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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