SOTAVerified

Binary Classification

Papers

Showing 451475 of 2574 papers

TitleStatusHype
Binary Classification in Unstructured Space With Hypergraph Case-Based ReasoningCode0
MAP: A Model-agnostic Pretraining Framework for Click-through Rate PredictionCode0
Assigning Species Information to Corresponding Genes by a Sequence Labeling FrameworkCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
MeasureNet: Measurement Based Celiac Disease IdentificationCode0
Minimax Optimal Fair Classification with Bounded Demographic DisparityCode0
MisRoBÆRTa: Transformers versus MisinformationCode0
Decorrelation using Optimal TransportCode0
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking DataCode0
Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification TasksCode0
A benchmark of categorical encoders for binary classificationCode0
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex AnnotationsCode0
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and VideosCode0
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysisCode0
Annotation and Classification of Relevant Clauses in Terms-and-Conditions ContractsCode0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
Blackbox Post-Processing for Multiclass FairnessCode0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
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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