SOTAVerified

Binary Classification

Papers

Showing 576600 of 2574 papers

TitleStatusHype
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual CorporaCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social MediaCode0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
EPP: interpretable score of model predictive powerCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
A Scalable Quantum Non-local Neural Network for Image ClassificationCode0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Evaluation of Hate Speech Detection Using Large Language Models and Geographical ContextualizationCode0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
A Simple and Effective Framework for Pairwise Deep Metric LearningCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
Comparative Document Summarisation via ClassificationCode0
FairGridSearch: A Framework to Compare Fairness-Enhancing ModelsCode0
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural NetworksCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient’s PerspectiveCode0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
Fast Meta-Learning for Adaptive Hierarchical Classifier DesignCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
Cross-Database Liveness Detection: Insights from Comparative Biometric AnalysisCode0
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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