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Binary Classification

Papers

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Showing 2076–2100 of 2574 papers

TitleStatusHype
Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model—0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification—0
Application of Quantum Tensor Networks for Protein Classification—0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology—0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis—0
Applying Multilingual and Monolingual Transformer-Based Models for Dialect Identification—0
Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection—0
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets—0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification—0
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models—0
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems—0
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts—0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD—0
Area under the ROC Curve has the Most Consistent Evaluation for Binary Classification—0
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks—0
Are Face Detection Models Biased?—0
A Report on the Complex Word Identification Shared Task 2018—0
A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection—0
A Robust Multi-Batch L-BFGS Method for Machine Learning—0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets—0
A Self-Supervised Transformer for Unusable Shared Bike Detection—0
Estimating a sharp convergence bound for randomized ensembles—0
Data classification by quantum radial basis function networks—0
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset—0
A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking—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