SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 901–950 of 2574 papers

TitleStatusHype
Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion—0
WEARS: Wearable Emotion AI with Real-time Sensor data—0
Co-Speech Gesture Detection through Multi-Phase Sequence LabelingCode0
What's Race Got to do with it? Predicting Youth Depression Across Racial Groups Using Machine and Deep Learning—0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
OCTAL: Graph Representation Learning for LTL Model Checking—0
RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images—0
Noise Sensitivity and Stability of Deep Neural Networks for Binary Classification—0
Kernel-Based Tests for Likelihood-Free Hypothesis TestingCode0
Explainable AI for tool wear prediction in turning—0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study—0
Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras—0
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks—0
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem—0
Addressing Distribution Shift in RTB Markets via Exponential Tilting—0
Probabilistic Invariant Learning with Randomized Linear Classifiers—0
Evaluation of a Low-Cost Single-Lead ECG Module for Vascular Ageing Prediction and Studying Smoking-induced Changes in ECG—0
A Cross-Domain Evaluation of Approaches for Causal Knowledge ExtractionCode0
Textual Data Mining for Financial Fraud Detection: A Deep Learning Approach—0
FPR Estimation for Fraud Detection in the Presence of Class-Conditional Label NoiseCode0
Learning to Select the Relevant History Turns in Conversational Question Answering—0
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
Distribution-Free Inference for the Regression Function of Binary Classification—0
MAP: A Model-agnostic Pretraining Framework for Click-through Rate PredictionCode0
Predicting Ki67, ER, PR, and HER2 Statuses from H&E-stained Breast Cancer Images—0
MTUncertainty: Assessing the Need for Post-editing of Machine Translation Outputs by Fine-tuning OpenAI LLMs—0
Towards General Visual-Linguistic Face Forgery Detection—0
Classification with Deep Neural Networks and Logistic Loss—0
Binary classification based Monte Carlo simulation—0
Retrieval-based Text Selection for Addressing Class-Imbalanced Data in Classification—0
Explainable Techniques for Analyzing Flow Cytometry Cell Transformers—0
Limits to Analog Reservoir Learning—0
Model Calibration in Dense Classification with Adaptive Label PerturbationCode0
Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization—0
Explainable Depression Detection via Head Motion Patterns—0
The Imitation Game: Detecting Human and AI-Generated Texts in the Era of ChatGPT and BARDCode0
Finding Optimal Diverse Feature Sets with Alternative Feature SelectionCode0
MORE: Measurement and Correlation Based Variational Quantum Circuit for Multi-classificationCode0
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation—0
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices—0
Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review—0
Ord2Seq: Regarding Ordinal Regression as Label Sequence PredictionCode0
A benchmark of categorical encoders for binary classificationCode0
Integer Factorisation, Fermat & Machine Learning on a Classical Computer—0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations—0
Handwritten and Printed Text Segmentation: A Signature Case Study—0
Fairness of ChatGPT and the Role Of Explainable-Guided PromptsCode0
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations—0
SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs?—0
Show:102550
← PrevPage 19 of 52Next →
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