SOTAVerified

Binary Classification

Papers

Showing 626650 of 2574 papers

TitleStatusHype
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