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regression

Papers

Showing 526550 of 9424 papers

TitleStatusHype
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
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
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
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
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularityCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
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
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different DatasetsCode1
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
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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