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Binary Classification

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Showing 901–925 of 2574 papers

TitleStatusHype
EFSG: Evolutionary Fooling Sentences Generator—0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds—0
Addressing Distribution Shift in RTB Markets via Exponential Tilting—0
Diffusion Methods for Classification with Pairwise Relationships—0
Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms—0
Elimination of All Bad Local Minima in Deep Learning—0
Elvis vs. M. Jackson: Who has More Albums? Classification and Identification of Elements in Comparative Questions—0
Benchmarking Language Models for Cyberbullying Identification and Classification from Social-media Texts—0
Emphasis on the Minimization of False Negatives or False Positives in Binary Classification—0
Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes—0
DiffFake: Exposing Deepfakes using Differential Anomaly Detection—0
Differentially Private Nonparametric Regression Under a Growth Condition—0
Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification—0
Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine—0
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework—0
Energy-based features and bi-LSTM neural network for EEG-based music and voice classification—0
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability—0
Enforcing Label and Intensity Consistency for IR Target Detection—0
Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion—0
Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning—0
Enhancing binary classification: A new stacking method via leveraging computational geometry—0
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images—0
Enhancing Edge Intelligence with Highly Discriminant LNT Features—0
Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization—0
Differentially-Private Bayes Consistency—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