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Binary Classification

Papers

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Showing 351–400 of 2574 papers

TitleStatusHype
EquiBench: Benchmarking Large Language Models' Understanding of Program Semantics via Equivalence Checking—0
UNITE-FND: Reframing Multimodal Fake News Detection through Unimodal Scene Translation—0
Optimizing CNN Architectures for Advanced Thoracic Disease Classification—0
Model-Based Learning for DOA Estimation with One-Bit Single-Snapshot Sparse Arrays—0
Using Artificial Intelligence to Improve Classroom Learning Experience—0
On Agnostic PAC Learning in the Small Error Regime—0
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information—0
A method for classification of data with uncertainty using hypothesis testing—0
Forecasting Drought Using Machine Learning in California—0
Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models—0
Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models—0
Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings—0
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation DisagreementCode0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification—0
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction—0
The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks—0
Detection of LLM-Generated Java Code Using Discretized Nested Bigrams—0
Efficient Optimal PAC Learning—0
Hierarchical Sparse Bayesian Multitask Model with Scalable Inference for Microbiome Analysis—0
scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease DiagnosisCode0
Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata—0
Hybrid Machine Learning Model for Detecting Bangla Smishing Text Using BERT and Character-Level CNN—0
Geometric Framework for Cell Oversegmentation—0
IRONMAP: Iron Network Mapping and Analysis Protocol for Detecting Over-Time Brain Iron Abnormalities in Neurological Disease—0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
Attribution analysis of legal language as used by LLM—0
The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture ModelCode0
Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning—0
Gland Segmentation Using SAM With Cancer Grade as a Prompt—0
Implementation of an Asymmetric Adjusted Activation Function for Class Imbalance Credit Scoring—0
Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models—0
LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts—0
Leveraging graph neural networks and mobility data for COVID-19 forecastingCode0
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking—0
Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes—0
PAC Learnability of Scenario Decision-Making Algorithms: Necessary and Sufficient Conditions—0
Modeling Quantum Machine Learning for Genomic Data Analysis—0
Privacy-Preserving Model and Preprocessing Verification for Machine Learning—0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models—0
Early prediction of the transferability of bovine embryos from videomicroscopy—0
Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography—0
Linearly Convergent Mixup Learning—0
Large Language Models For Text Classification: Case Study And Comprehensive Review—0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations—0
A Feature-Level Ensemble Model for COVID-19 Identification in CXR Images using Choquet Integral and Differential Evolution Optimization—0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization—0
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context—0
Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set ConditionCode0
Automated external cervical resorption segmentation in cone-beam CT using local texture features—0
Stability and List-Replicability for Agnostic Learners—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