SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2151–2200 of 2574 papers

TitleStatusHype
Automated Imbalanced Classification via Layered Learning—0
Automated interpretation of congenital heart disease from multi-view echocardiograms—0
An ADMM Based Framework for AutoML Pipeline Configuration—0
Automated Mammogram Analysis with a Deep Learning Pipeline—0
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning—0
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations—0
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting—0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit—0
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs—0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks—0
Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data—0
Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network—0
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree—0
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
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning—0
Backdoor attacks on DNN and GBDT -- A Case Study from the insurance domain—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
Bayesian Optimal Active Search and Surveying—0
Bayesian Optimization with Tree-structured Dependencies—0
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Bayesian Semi-supervised Multi-category Classification under Nonparanormality—0
BCFPL: Binary classification ConvNet based Fast Parking space recognition with Low resolution image—0
Five Psycholinguistic Characteristics for Better Interaction with Users—0
Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach—0
Benchmarking Language Models for Cyberbullying Identification and Classification from Social-media Texts—0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation—0
Benchmarking unsupervised near-duplicate image detection—0
Benign Overfitting under Learning Rate Conditions for α Sub-exponential Input—0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization—0
Benign overfitting in leaky ReLU networks with moderate input dimension—0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation—0
BERT-based Acronym Disambiguation with Multiple Training Strategies—0
BERTCaps: BERT Capsule for Persian Multi-Domain Sentiment Analysis—0
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks—0
Best-scored Random Forest Classification—0
Analyzing CART—0
Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions—0
Show:102550
← PrevPage 44 of 52Next →
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