SOTAVerified

Binary Classification

Papers

Showing 11761200 of 2574 papers

TitleStatusHype
Hybrid Deep Learning Framework for Enhanced Melanoma Detection0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification0
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification0
A U-statistic estimator for the variance of resampling-based error estimators0
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing0
A Universal Growth Rate for Learning with Smooth Surrogate Losses0
A Minimax Probability Machine for Non-Decomposable Performance Measures0
A Univariate Bound of Area Under ROC0
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks0
Cyber Knowledge Completion Using Large Language Models0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning0
A Methodology for Player Modeling based on Machine Learning0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language0
CVAE-based Re-anchoring for Implicit Discourse Relation Classification0
Curating corpora with classifiers: A case study of clean energy sentiment online0
CTRQNets & LQNets: Continuous Time Recurrent and Liquid Quantum Neural Networks0
AUL is a better optimization metric in PU learning0
A method for classification of data with uncertainty using hypothesis testing0
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification0
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense0
Auditing: Active Learning with Outcome-Dependent Query Costs0
CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data0
CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness0
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes0
A mean curvature flow arising in adversarial training0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified