SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 776–800 of 2574 papers

TitleStatusHype
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Tempo estimation as fully self-supervised binary classification—0
SemEval-2017 Task 4: Sentiment Analysis in Twitter using BERTCode0
Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text—0
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach—0
Brain Tumor Radiogenomic Classification—0
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change ImpactsCode0
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks—0
MISS: Multiclass Interpretable Scoring SystemsCode0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem—0
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine LearningCode0
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming—0
FairGridSearch: A Framework to Compare Fairness-Enhancing ModelsCode0
Shayona@SMM4H23: COVID-19 Self diagnosis classification using BERT and LightGBM models—0
Signal Processing in the Retina: Interpretable Graph Classifier to Predict Ganglion Cell Responses—0
Machine Learning Classification of Alzheimer's Disease Stages Using Cerebrospinal Fluid Biomarkers Alone—0
Factor Importance Ranking and Selection using Total Indices—0
Self-Calibrating Vicinal Risk Minimisation for Model CalibrationCode0
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Quantum Circuit for Random Forest Prediction—0
Joint empirical risk minimization for instance-dependent positive-unlabeled data—0
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification—0
Show:102550
← PrevPage 32 of 103Next →
All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified