SOTAVerified

regression

Papers

Showing 17761800 of 9424 papers

TitleStatusHype
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble ForecastsCode0
On the Estimation of Derivatives Using Plug-in Kernel Ridge Regression EstimatorsCode0
Non-Asymptotic Uncertainty Quantification in High-Dimensional LearningCode0
Automatic debiasing of neural networks via moment-constrained learningCode0
Distributional Reinforcement Learning with Quantile RegressionCode0
Nonlinear Causal Discovery via Kernel Anchor RegressionCode0
Nonlinear demixed component analysis for neural population data as a low-rank kernel regression problemCode0
Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual BanditsCode0
Non-Normal Mixtures of ExpertsCode0
Nonparametric Instrumental Variable Regression through Stochastic Approximate GradientsCode0
Nonparametric Linear Feature Learning in Regression Through RegularisationCode0
Nonparametric Reduced-Rank Regression for Multi-SNP, Multi-Trait Association MappingCode0
Non-Stationary Gaussian Process Regression with Hamiltonian Monte CarloCode0
Comparison of Forecasting Methods of House Electricity Consumption for Honda Smart HomeCode0
AMF: Aggregated Mondrian Forests for Online LearningCode0
Distributional Refinement Network: Distributional Forecasting via Deep LearningCode0
Automatic Construction and Natural-Language Description of Nonparametric Regression ModelsCode0
Approximation Vector Machines for Large-scale Online LearningCode0
Object detection via a multi-region & semantic segmentation-aware CNN modelCode0
Distributional conformal predictionCode0
Automatic and explainable grading of meningiomas from histopathology imagesCode0
Distribution-Free Predictive Inference For RegressionCode0
OKRidge: Scalable Optimal k-Sparse Ridge RegressionCode0
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR ImagesCode0
Distributed linear regression by averagingCode0
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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