SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–700 of 2574 papers

TitleStatusHype
Leveraging Large Language Models to Address Data Scarcity in Machine Learning: Applications in Graphene SynthesisCode0
Leveraging Structure for Improved Classification of Grouped Biased DataCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature ReviewsCode0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Longformer: Longitudinal Transformer for Alzheimer's Disease Classification with Structural MRIsCode0
AnyLoss: Transforming Classification Metrics into Loss FunctionsCode0
Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture LearningCode0
Deep Transfer Learning for Static Malware ClassificationCode0
ATPboost: Learning Premise Selection in Binary Setting with ATP FeedbackCode0
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial ForensicsCode0
AdaNet: Adaptive Structural Learning of Artificial Neural NetworksCode0
Counterfactual Detection meets Transfer LearningCode0
MAP: A Model-agnostic Pretraining Framework for Click-through Rate PredictionCode0
Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based InterpretabilityCode0
19 Parameters Is All You Need: Tiny Neural Networks for Particle PhysicsCode0
Matching Images and Text with Multi-modal Tensor Fusion and Re-rankingCode0
COVID-19 detection using ViT transformer-based approach from Computed Tomography ImagesCode0
Cautious Calibration in Binary ClassificationCode0
Causality for Inherently Explainable Transformers: CAT-XPLAINCode0
Antibody interface prediction with 3D Zernike descriptors and SVMCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
Deep Face Forgery DetectionCode0
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
Show:102550
← PrevPage 14 of 52Next →
All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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