SOTAVerified

Binary Classification

Papers

Showing 601650 of 2574 papers

TitleStatusHype
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
GaussianProcesses.jl: A Nonparametric Bayes package for the Julia LanguageCode0
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysisCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
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
Graph-based Clustering for Detecting Semantic Change Across Time and LanguagesCode0
Deep Generative Learning via Variational Gradient FlowCode0
Hadamard Matrix Guided Online HashingCode0
Deep Face Forgery DetectionCode0
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanismsCode0
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
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation PredictionCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Implicit Bias of Linear Equivariant NetworksCode0
Consistent algorithms for multi-label classification with macro-at-k metricsCode0
Improving Bias Mitigation through Bias Experts in Natural Language UnderstandingCode0
Improving Open Information Extraction via Iterative Rank-Aware LearningCode0
Decorrelation using Optimal TransportCode0
Characterization of Overlap in Observational StudiesCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
AFS: An Attention-based mechanism for Supervised Feature SelectionCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Deep Transfer Learning for Static Malware ClassificationCode0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
Interpretable ML for Imbalanced DataCode0
Interpretable Multi Labeled Bengali Toxic Comments Classification using Deep LearningCode0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
AnyLoss: Transforming Classification Metrics into Loss FunctionsCode0
Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture LearningCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial ForensicsCode0
Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based InterpretabilityCode0
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot LearningCode0
19 Parameters Is All You Need: Tiny Neural Networks for Particle PhysicsCode0
Cautious Calibration in Binary ClassificationCode0
Large Language Model Enhanced Machine Learning Estimators for ClassificationCode0
Causality for Inherently Explainable Transformers: CAT-XPLAINCode0
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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