SOTAVerified

Binary Classification

Papers

Showing 601625 of 2574 papers

TitleStatusHype
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels0
Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification0
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness0
GQHAN: A Grover-inspired Quantum Hard Attention Network0
Alleviating Structural Distribution Shift in Graph Anomaly DetectionCode1
Smooth Ranking SVM via Cutting-Plane MethodCode0
Enumerating the k-fold configurations in multi-class classification problemsCode1
Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data0
TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data0
Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection0
A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search0
Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI0
Probabilistic Truly Unordered Rule SetsCode0
Tempo estimation as fully self-supervised binary classification0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
SemEval-2017 Task 4: Sentiment Analysis in Twitter using BERTCode0
Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text0
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach0
Brain Tumor Radiogenomic Classification0
A Closer Look at AUROC and AUPRC under Class ImbalanceCode1
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 Tasks0
MISS: Multiclass Interpretable Scoring SystemsCode0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem0
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI0
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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