SOTAVerified

Binary Classification

Papers

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Showing 501–525 of 2574 papers

TitleStatusHype
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens—0
Building Decision Forest via Deep Reinforcement Learning—0
Adapting Freely Available Resources to Build an Opinion Mining Pipeline in Portuguese—0
Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering—0
CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence—0
On the Variance of Neural Network Training with respect to Test Sets and Distributions—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Calibrating Deep Neural Networks by Pairwise Constraints—0
Calibration of Machine Learning Classifiers for Probability of Default Modelling—0
Classification with Deep Neural Networks and Logistic Loss—0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning—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
A Tunable Loss Function for Binary Classification—0
A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure—0
Attribution analysis of legal language as used by LLM—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
Classified as unknown: A novel Bayesian neural network—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