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Binary Classification

Papers

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Showing 1251–1275 of 2574 papers

TitleStatusHype
Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
A temporal model for multiple sclerosis course evolution—0
A Log-linear Gradient Descent Algorithm for Unbalanced Binary Classification using the All Pairs Squared Hinge Loss—0
Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy—0
Convergence rates of sub-sampled Newton methods—0
Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis—0
Convergence Rates of Active Learning for Maximum Likelihood Estimation—0
Convergence Rates for Empirical Estimation of Binary Classification Bounds—0
Asymptotic Behavior of Adversarial Training in Binary Classification—0
A logical alarm for misaligned binary classifiers—0
Convergence Properties of Deep Neural Networks on Separable Data—0
Convergence of Uncertainty Sampling for Active Learning—0
A Symmetric Loss Perspective of Reliable Machine Learning—0
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities—0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees—0
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation—0
Contour Detection in Unstructured 3D Point Clouds—0
Continuous Output Personality Detection Models via Mixed Strategy Training—0
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning—0
ACTRESS: Active Retraining for Semi-supervised Visual Grounding—0
Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification—0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models—0
FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans—0
ConTFV: A Contrastive Learning Framework for Table-based Fact Verification—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