SOTAVerified

regression

Papers

Showing 46764700 of 9424 papers

TitleStatusHype
Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression0
DISCOMAX: A Proximity-Preserving Distance Correlation Maximization Algorithm0
Bayesian Dynamical System Identification With Unified Sparsity Priors And Model Uncertainty0
Analysis of Overparameterization in Continual Learning under a Linear Model0
Dirty Statistical Models0
Bayesian Dropout0
Direct Shape Regression Networks for End-to-End Face Alignment0
Bayesian Density-Density Regression with Application to Cell-Cell Communications0
Analysis of overfitting in the regularized Cox model0
Adaptivity of averaged stochastic gradient descent to local strong convexity for logistic regression0
A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression0
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning0
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification0
Direction matters: hand pose estimation from local surface normals0
Bayesian Data Sketching for Varying Coefficient Regression Models0
Analysis of Network Lasso for Semi-Supervised Regression0
Directional Bias Helps Stochastic Gradient Descent to Generalize in Nonparametric Model0
Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression0
Bayesian Context Aggregation for Neural Processes0
Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution0
Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression0
Bayesian Compressed Regression0
Analysis of Interpolating Regression Models and the Double Descent Phenomenon0
Direct estimation of fetal head circumference from ultrasound images based on regression CNN0
Directed Regression0
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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