SOTAVerified

Binary Classification

Papers

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Showing 176–200 of 2574 papers

TitleStatusHype
Gland Segmentation Using SAM With Cancer Grade as a Prompt—0
Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models—0
Implementation of an Asymmetric Adjusted Activation Function for Class Imbalance Credit Scoring—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
Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography—0
Large Language Models For Text Classification: Case Study And Comprehensive Review—0
Modeling Quantum Machine Learning for Genomic Data Analysis—0
Early prediction of the transferability of bovine embryos from videomicroscopy—0
Linearly Convergent Mixup Learning—0
Privacy-Preserving Model and Preprocessing Verification for Machine Learning—0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations—0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models—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
Stability and List-Replicability for Agnostic Learners—0
Automated external cervical resorption segmentation in cone-beam CT using local texture features—0
Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection—0
Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analysesCode0
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News DetectionCode0
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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