SOTAVerified

Binary Classification

Papers

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Showing 1201–1250 of 2574 papers

TitleStatusHype
Adapting Freely Available Resources to Build an Opinion Mining Pipeline in Portuguese—0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks—0
Crowdsourcing with Sparsely Interacting Workers—0
Binary Classification with XOR Queries: Fundamental Limits and An Efficient Algorithm—0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning—0
Crowd Scene Analysis using Deep Learning Techniques—0
Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method—0
A two-steps approach to improve the performance of Android malware detectors—0
Amazon Books Rating prediction & Recommendation Model—0
A Turkish Hate Speech Dataset and Detection System—0
A Turing Test for Transparency—0
A MapReduce based distributed SVM algorithm for binary classification—0
Adapting Deep Learning Methods for Mental Health Prediction on Social Media—0
Cross-Entropy Loss Leads To Poor Margins—0
Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples—0
A Tunable Loss Function for Binary Classification—0
Critical Review for One-class Classification: recent advances and the reality behind them—0
A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure—0
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks—0
Attribution analysis of legal language as used by LLM—0
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19—0
Attribute noise robust binary classification—0
A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer)—0
Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty—0
3D-EDM: Early Detection Model for 3D-Printer Faults—0
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images—0
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction—0
Attention with Trained Embeddings Provably Selects Important Tokens—0
Alternative Microfoundations for Strategic Classification—0
Counterfactual Explanations via Latent Space Projection and Interpolation—0
Attention-Based Methods For Audio Question Answering—0
Cost Sensitive Learning in the Presence of Symmetric Label Noise—0
A Transformer-Based Framework for Payload Malware Detection and Classification—0
A LSTM and Cost-Sensitive Learning-Based Real-Time Warning for Civil Aviation Over-limit—0
Corruption Robust Active Learning—0
Correlated Feature Aggregation by Region Helps Distinguish Aggressive from Indolent Clear Cell Renal Cell Carcinoma Subtypes on CT—0
Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning—0
A topic-based sentence representation for extractive text summarization—0
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology—0
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs—0
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations—0
A Three-Phase Analysis of Synergistic Effects During Co-pyrolysis of Algae and Wood for Biochar Yield Using Machine Learning—0
Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT—0
Convolutional neural networks model improvements using demographics and image processing filters on chest x-rays—0
A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks—0
A Loopback Network for Explainable Microvascular Invasion Classification—0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations—0
Accurate and Data-Efficient Micro-XRD Phase Identification Using Multi-Task Learning: Application to Hydrothermal Fluids—0
Convolutional Neural Networks for Epileptic Seizure Prediction—0
A termination criterion for stochastic gradient descent for binary classification—0
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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