SOTAVerified

Binary Classification

Papers

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Showing 1101–1150 of 2574 papers

TitleStatusHype
Forecasting Probability of Default for Consumer Loan Management with Gaussian Mixture Models—0
Forensic Analysis of Synthetically Generated Western Blot Images—0
Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis—0
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach—0
Classification of glomerular hypercellularity using convolutional features and support vector machine—0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation—0
From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System—0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN—0
Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion—0
FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification—0
Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography—0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping—0
Functional Frank-Wolfe Boosting for General Loss Functions—0
Fundamental Bounds on Online Strategic Classification—0
Fundamental Laws of Binary Classification—0
Fundamental Limits of Transfer Learning in Binary Classifications—0
Fundamental Tradeoffs in Distributionally Adversarial Training—0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—0
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder—0
Classification under local differential privacy—0
Movement-Prediction-Adjusted Naïve Forecast—0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD—0
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification—0
G2D: Generate to Detect Anomaly—0
Classification with Deep Neural Networks and Logistic Loss—0
GAN-based Vertical Federated Learning for Label Protection in Binary Classification—0
GANs for learning from very high class conditional noisy labels—0
GANs 'N Lungs: improving pneumonia prediction—0
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification—0
Gaussian Conditional Random Fields for Classification—0
Gaussian Conditional Random Fields for Classification—0
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study—0
Grenzlinie at SemEval-2021 Task 7: Detecting and Rating Humor and Offense—0
General Framework for Binary Classification on Top Samples—0
Can depth-adaptive BERT perform better on binary classification tasks—0
Generalization Error Bounds for Multiclass Sparse Linear Classifiers—0
Generalization for multiclass classification with overparameterized linear models—0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images—0
Generalization Properties of Adversarial Training for _0-Bounded Adversarial Attacks—0
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction—0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis—0
Generation of Differentially Private Heterogeneous Electronic Health Records—0
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums—0
Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 2023—0
Generative Image Translation for Data Augmentation of Bone Lesion Pathology—0
Generative Maximum Entropy Learning for Multiclass Classification—0
A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection—0
15 Keypoints Is All You Need—0
Geometric Framework for Cell Oversegmentation—0
Grouping-matrix based Graph Pooling with Adaptive Number of Clusters—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