SOTAVerified

Binary Classification

Papers

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Showing 651–700 of 2574 papers

TitleStatusHype
Online Mental Stress Detection Using Frontal-channel EEG Recordings in a Classroom Scenario—0
Solving the enigma: Deriving optimal explanations of deep networksCode0
Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino StudentsCode0
Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis—0
Detecting Continuous Integration Skip : A Reinforcement Learning-based Approach—0
Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model—0
A Universal Growth Rate for Learning with Smooth Surrogate Losses—0
Large Language Model Enhanced Machine Learning Estimators for ClassificationCode0
Is Transductive Learning Equivalent to PAC Learning?—0
Detecting 5G Narrowband Jammers with CNN, k-nearest Neighbors, and Support Vector Machines—0
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing—0
Using In-Service Train Vibration for Detecting Railway Maintenance Needs—0
Hoaxpedia: A Unified Wikipedia Hoax Articles DatasetCode0
Error Exponent in Agnostic PAC Learning—0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents—0
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning—0
M3H: Multimodal Multitask Machine Learning for Healthcare—0
Critical Review for One-class Classification: recent advances and the reality behind them—0
Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering—0
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data—0
A Notion of Uniqueness for the Adversarial Bayes Classifier—0
Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology—0
Mining Invariance from Nonlinear Multi-Environment Data: Binary Classification—0
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary SegmentationCode0
BCFPL: Binary classification ConvNet based Fast Parking space recognition with Low resolution image—0
A mean curvature flow arising in adversarial training—0
Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions—0
Multiclass ROC—0
Exploring Boundaries and Intensities in Offensive and Hate Speech: Unveiling the Complex Spectrum of Social Media DiscourseCode0
Non-Invasive Suicide Risk Prediction Through Speech Analysis—0
Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification TasksCode0
A variable metric proximal stochastic gradient method: an application to classification problemsCode0
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder—0
ToNER: Type-oriented Named Entity Recognition with Generative Language ModelCode0
StreakNet-Arch: An Anti-scattering Network-based Architecture for Underwater Carrier LiDAR-Radar ImagingCode0
Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies—0
Do We Really Need Imputation in AutoML Predictive Modeling?Code0
RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data—0
Robust performance metrics for imbalanced classification problems—0
Can Large Language Models Assess Serendipity in Recommender Systems?—0
Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach—0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Predictive Analytics of Varieties of PotatoesCode0
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysisCode0
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context—0
Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays—0
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex AnnotationsCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
Minimax Optimal Fair Classification with Bounded Demographic DisparityCode0
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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