SOTAVerified

Binary Classification

Papers

Showing 476500 of 2574 papers

TitleStatusHype
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysisCode0
Deep Face Forgery DetectionCode0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop SchedulingCode0
On the Learning Property of Logistic and Softmax Losses for Deep Neural NetworksCode0
Deep Generative Learning via Variational Gradient FlowCode0
Optimal Binary Classifier Aggregation for General LossesCode0
AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active LearningCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Optimizing ROC Curves with a Sort-Based Surrogate Loss Function for Binary Classification and Changepoint DetectionCode0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
BrazilDAM: A Benchmark dataset for Tailings Dam DetectionCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Overview of Abusive and Threatening Language Detection in Urdu at FIRE 2021Code0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
Breast Tumor Classification Using EfficientNet Deep Learning ModelCode0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Decorrelation using Optimal TransportCode0
Passive-Aggressive online learning with nonlinear embeddingsCode0
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question AnsweringCode0
Bug Destiny Prediction in Large Open-Source Software Repositories through Sentiment Analysis and BERT Topic ModelingCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
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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