SOTAVerified

Binary Classification

Papers

Showing 601625 of 2574 papers

TitleStatusHype
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
FoodChem: A food-chemical relation extraction modelCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
SHAP-XRT: The Shapley Value Meets Conditional Independence TestingCode0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification TasksCode0
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image ClassificationCode0
Geometric Inductive Biases of Deep Networks: The Role of Data and ArchitectureCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
Characterization of Overlap in Observational StudiesCode0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
Assigning Species Information to Corresponding Genes by a Sequence Labeling FrameworkCode0
COMRECGC: Global Graph Counterfactual Explainer through Common RecourseCode0
Concentration bounds for the empirical angular measure with statistical learning applicationsCode0
Conclusive Local Interpretation Rules for Random ForestsCode0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
Hierarchical confusion matrix for classification performance evaluationCode0
AFS: An Attention-based mechanism for Supervised Feature SelectionCode0
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation PredictionCode0
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