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Binary Classification

Papers

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Showing 576–600 of 2574 papers

TitleStatusHype
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation—0
Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification on the DAIC-WOZ—0
A Scalable Quantum Non-local Neural Network for Image ClassificationCode0
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data—0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classificationCode0
Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach—0
Turkish Delights: a Dataset on Turkish EuphemismsCode0
Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification—0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN—0
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN—0
Nullpointer at CheckThat! 2024: Identifying Subjectivity from Multilingual Text SequenceCode0
System Report for CCL24-Eval Task 7: Multi-Error Modeling and Fluency-Targeted Pre-training for Chinese Essay Evaluation—0
Rigorous Probabilistic Guarantees for Robust Counterfactual ExplanationsCode0
PSPU: Enhanced Positive and Unlabeled Learning by Leveraging Pseudo Supervision—0
Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions—0
TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics—0
MDDBranchNet: A Deep Learning Model for Detecting Major Depressive Disorder Using ECG SignalCode0
A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection—0
Implicit Hypersurface Approximation Capacity in Deep ReLU Networks—0
ACTRESS: Active Retraining for Semi-supervised Visual Grounding—0
Fake News Detection and Manipulation Reasoning via Large Vision-Language Models—0
A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces—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