SOTAVerified

Binary Classification

Papers

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Showing 1976–2000 of 2574 papers

TitleStatusHype
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space—0
A Hierarchical Approach to Neural Context-Aware Modeling—0
A Hybrid Approach for Binary Classification of Imbalanced Data—0
A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification—0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture—0
AI-Powered Intracranial Hemorrhage Detection: A Co-Scale Convolutional Attention Model with Uncertainty-Based Fuzzy Integral Operator and Feature Screening—0
A Large Visual, Qualitative and Quantitative Dataset of Web Pages—0
ALEVS: Active Learning by Statistical Leverage Sampling—0
Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms—0
Aligning Multiclass Neural Network Classifier Criterion with Task Performance via F_β-Score—0
A Link between Coding Theory and Cross-Validation with Applications—0
A Little Confidence Goes a Long Way—0
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning—0
A logical alarm for misaligned binary classifiers—0
A Log-linear Gradient Descent Algorithm for Unbalanced Binary Classification using the All Pairs Squared Hinge Loss—0
A Loopback Network for Explainable Microvascular Invasion Classification—0
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology—0
A LSTM and Cost-Sensitive Learning-Based Real-Time Warning for Civil Aviation Over-limit—0
Alternative Microfoundations for Strategic Classification—0
A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer)—0
A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure—0
A MapReduce based distributed SVM algorithm for binary classification—0
Amazon Books Rating prediction & Recommendation Model—0
A mean curvature flow arising in adversarial training—0
A method for classification of data with uncertainty using hypothesis testing—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