SOTAVerified

Binary Classification

Papers

Showing 676700 of 2574 papers

TitleStatusHype
Cross-Database Liveness Detection: Insights from Comparative Biometric AnalysisCode0
Decorrelation using Optimal TransportCode0
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking DataCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient’s PerspectiveCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
Deep Generative Learning via Variational Gradient FlowCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Negational Symmetry of Quantum Neural Networks for Binary Pattern ClassificationCode0
Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set ConditionCode0
Neural network interpretability for forecasting of aggregated renewable generationCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
NoCoLA: The Norwegian Corpus of Linguistic AcceptabilityCode0
Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic NodesCode0
Non-Negative Networks Against Adversarial AttacksCode0
Adapting multi-armed bandits policies to contextual bandits scenariosCode0
Nullpointer at CheckThat! 2024: Identifying Subjectivity from Multilingual Text SequenceCode0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
Fast Single-Class Classification and the Principle of Logit SeparationCode0
Learning Convolutional Transforms for Lossy Point Cloud Geometry CompressionCode0
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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