SOTAVerified

Binary Classification

Papers

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Showing 1351–1400 of 2574 papers

TitleStatusHype
The Dutch Draw: Constructing a Universal Baseline for Binary Prediction ModelsCode0
3D-EDM: Early Detection Model for 3D-Printer Faults—0
Learning curves for the multi-class teacher-student perceptronCode0
Multi-class Label Noise Learning via Loss Decomposition and Centroid Estimation—0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets—0
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated ImagesCode0
Decision-Making under Miscalibration—0
The Structured Abstain Problem and the Lovász Hinge—0
Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled DataCode0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold—0
Using Word Embeddings to Analyze Protests News—0
Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability—0
Binary Classification Under _0 Attacks for General Noise Distribution—0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Multi-channel deep convolutional neural networks for multi-classifying thyroid disease—0
Important Object Identification with Semi-Supervised Learning for Autonomous Driving—0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning—0
ViTransPAD: Video Transformer using convolution and self-attention for Face Presentation Attack Detection—0
Ensemble Methods for Robust Support Vector Machines using Integer ProgrammingCode0
Image-based material analysis of ancient historical documents—0
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture SearchCode0
Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features—0
Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT—0
Personalized PPG Normalization based on Subject Heartbeat in Resting State Condition—0
Combining Varied Learners for Binary Classification using Stacked Generalization—0
Robust SVM Optimization in Banach spaces—0
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules—0
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes—0
Improving the repeatability of deep learning models with Monte Carlo dropoutCode0
Binary Classification for High Dimensional Data using Supervised Non-Parametric Ensemble Method—0
Monotone Learning—0
Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization—0
Loss-guided Stability Selection—0
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim VerificationCode0
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks—0
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot LearningCode0
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer InterfacesCode0
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems—0
Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors—0
Hyperparameter Optimization for COVID-19 Chest X-Ray Classification—0
Pre-Trained Language Transformers are Universal Image Classifiers—0
Uncertainty-aware deep learning methods for robust diabetic retinopathy classification—0
Why Did You Not Compare With That? Identifying Papers for Use as BaselinesCode0
Long Short-Term Memory Neural Network for Financial Time Series—0
Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework—0
SigGAN : Adversarial Model for Learning Signed Relationships in Networks—0
Risk bounds for PU learning under Selected At Random assumption—0
Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis—0
Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning—0
Blackbox Post-Processing for Multiclass FairnessCode0
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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