SOTAVerified

regression

Papers

Showing 71017125 of 9424 papers

TitleStatusHype
Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression0
Mixture of Regression Experts in fMRI Encoding0
Sparse PCA from Sparse Linear Regression0
Intersectionality: Multiple Group Fairness in Expectation ConstraintsCode0
Heterogeneous structural breaks in panel data models0
Physics-Informed CoKriging: A Gaussian-Process-Regression-Based Multifidelity Method for Data-Model Convergence0
Nonlinear Regression without i.i.d. Assumption0
MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image0
Steerable Wavelet Scattering for 3D Atomic Systems with Application to Li-Si Energy Prediction0
Single-Label Multi-Class Image Classification by Deep Logistic Regression0
Model change detection with application to machine learning0
High SNR Consistent Compressive Sensing Without Signal and Noise Statistics0
Saliency Supervision: An Intuitive and Effective Approach for Pain Intensity Regression0
A Generalized Meta-loss function for regression and classification using privileged information0
Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving0
Subtask Gated Networks for Non-Intrusive Load Monitoring0
Mean Square Prediction Error of Misspecified Gaussian Process Models0
Learning Optimal Personalized Treatment Rules Using Robust Regression Informed K-NN0
Efficient and Scalable Multi-task Regression on Massive Number of Tasks0
Semi-Supervised Regression with Generative Adverserial Networks for End to End Learning in Autonomous Driving0
Estimation of High-Dimensional Seemingly Unrelated Regression Models0
Electrophysiological indicators of gesture perception0
Two-stream convolutional networks for end-to-end learning of self-driving cars0
Deep Learning versus Classical Regression for Brain Tumor Patient Survival Prediction0
Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks0
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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