SOTAVerified

Binary Classification

Papers

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Showing 1201–1225 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
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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