SOTAVerified

regression

Papers

Showing 18011825 of 9424 papers

TitleStatusHype
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR ImagesCode0
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable ModelsCode0
Distributional Adaptive Soft Regression TreesCode0
On Instrumental Variable Regression for Deep Offline Policy EvaluationCode0
Automated Problem Identification: Regression vs Classification via Evolutionary Deep NetworksCode0
Online Asynchronous Distributed RegressionCode0
Adaptive piecewise polynomial estimation via trend filteringCode0
Online Sampling from Log-Concave DistributionsCode0
On Low-rank Trace Regression under General Sampling DistributionCode0
Distributed Time-Varying Gaussian Regression via Kalman FilteringCode0
Distributional conformal predictionCode0
Compositional Human Pose RegressionCode0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selectionCode0
Distributed linear regression by averagingCode0
On the Discovery of Feature Importance Distribution: An Overlooked AreaCode0
On the Equivalence between Neural Network and Support Vector MachineCode0
Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support RecoveryCode0
Distributed Multivariate Regression Modeling For Selecting Biomarkers Under Data Protection ConstraintsCode0
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
On the Universality of the Double Descent Peak in Ridgeless RegressionCode0
On Tractable Computation of Expected PredictionsCode0
Distributed Function Minimization in Apache SparkCode0
Optimal algorithms for smooth and strongly convex distributed optimization in networksCode0
Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency RegularizationCode0
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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