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Binary Classification

Papers

Showing 651675 of 2574 papers

TitleStatusHype
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
AnyLoss: Transforming Classification Metrics into Loss FunctionsCode0
Convolutional Neural Network for Paraphrase IdentificationCode0
Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture LearningCode0
Deep Face Forgery DetectionCode0
Leveraging the Urysohn Lemma of Topology for an Enhanced Binary ClassifierCode0
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial ForensicsCode0
Lifting Weak Supervision To Structured 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
ATPboost: Learning Premise Selection in Binary Setting with ATP FeedbackCode0
Cautious Calibration in Binary ClassificationCode0
Co-Speech Gesture Detection through Multi-Phase Sequence LabelingCode0
AdaNet: Adaptive Structural Learning of Artificial Neural NetworksCode0
Causality for Inherently Explainable Transformers: CAT-XPLAINCode0
Antibody interface prediction with 3D Zernike descriptors and SVMCode0
Decorrelation using Optimal TransportCode0
Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of NigeriaCode0
Deep Generative Learning via Variational Gradient FlowCode0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
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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