SOTAVerified

Binary Classification

Papers

Showing 351375 of 2574 papers

TitleStatusHype
Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning0
UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation0
Optimizing CNN Architectures for Advanced Thoracic Disease Classification0
Model-Based Learning for DOA Estimation with One-Bit Single-Snapshot Sparse Arrays0
Using Artificial Intelligence to Improve Classroom Learning Experience0
On Agnostic PAC Learning in the Small Error Regime0
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information0
Forecasting Drought Using Machine Learning in California0
A method for classification of data with uncertainty using hypothesis testing0
Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models0
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation DisagreementCode0
Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings0
Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification0
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction0
The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks0
Detection of LLM-Generated Java Code Using Discretized Nested Bigrams0
Efficient Optimal PAC Learning0
Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata0
Hierarchical Sparse Bayesian Multitask Model with Scalable Inference for Microbiome Analysis0
scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease DiagnosisCode0
Hybrid Machine Learning Model for Detecting Bangla Smishing Text Using BERT and Character-Level CNN0
Geometric Framework for Cell Oversegmentation0
IRONMAP: Iron Network Mapping and Analysis Protocol for Detecting Over-Time Brain Iron Abnormalities in Neurological Disease0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
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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