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regression

Papers

Showing 526550 of 9424 papers

TitleStatusHype
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
Alleviating Over-segmentation Errors by Detecting Action BoundariesCode1
Auto-Encoding Score Distribution Regression for Action Quality AssessmentCode1
Automatically identifying ordinary differential equations from dataCode1
Bayesian Additive Regression NetworksCode1
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularityCode1
Bayesian Additive Regression Trees with Model TreesCode1
Bayesian inference for logistic models using Polya-Gamma latent variablesCode1
Bayesian Optimization of Catalysis With In-Context LearningCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different DatasetsCode1
A Large-Scale Study of Probabilistic Calibration in Neural Network RegressionCode1
BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye ViewCode1
Body Part Regression for CT ImagesCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Adaptive-Control-Oriented Meta-Learning for Nonlinear SystemsCode1
BoostTree and BoostForest for Ensemble LearningCode1
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series ForecastingCode1
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention NetworksCode1
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