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regression

Papers

Showing 21812190 of 9424 papers

TitleStatusHype
Stochastic PDE representation of random fields for large-scale Gaussian process regression and statistical finite element analysis0
Covariate balancing using the integral probability metric for causal inferenceCode0
Hierarchical Integration Diffusion Model for Realistic Image DeblurringCode2
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and PracticeCode0
Towards Unsupervised Recognition of Token-level Semantic Differences in Related DocumentsCode0
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows0
Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors0
Meta-in-context learning in large language modelsCode0
Explaining Emergent In-Context Learning as Kernel Regression0
Contrastive inverse regression for dimension reduction0
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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