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regression

Papers

Showing 501525 of 9424 papers

TitleStatusHype
Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic DataCode1
Multi-View Multi-Person 3D Pose Estimation with Plane Sweep StereoCode1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera LocalizationCode1
Neural Attention Forests: Transformer-Based Forest ImprovementCode1
Backdoor Attacks on Crowd CountingCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
Neural Random ForestsCode1
Neural Symbolic Regression that ScalesCode1
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural NetworksCode1
BARMPy: Bayesian Additive Regression Models Python PackageCode1
Automated Essay Scoring via Pairwise Contrastive RegressionCode1
Automated Essay Scoring Using Transformer ModelsCode1
Automated Explanation of Machine Learning Models of Footballing Actions in WordsCode1
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesCode1
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age AssessmentCode1
Auto-Encoding Score Distribution Regression for Action Quality AssessmentCode1
Automatically identifying ordinary differential equations from dataCode1
Bayesian Additive Regression NetworksCode1
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series ForecastingCode1
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different DatasetsCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified