SOTAVerified

regression

Papers

Showing 33763400 of 9424 papers

TitleStatusHype
Multifidelity data fusion in convolutional encoder/decoder networks0
THOR: Threshold-Based Ranking Loss for Ordinal Regression0
Self-supervised regression learning using domain knowledge: Applications to improving self-supervised denoising in imaging0
A unified test for regression discontinuity designsCode0
Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk0
Residue-based Label Protection Mechanisms in Vertical Logistic Regression0
Machine Learning Diffusion Monte Carlo Energies0
Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network RegressionCode0
BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose EstimationCode1
Leverage, Influence, and the Jackknife in Clustered Regression Models: Reliable Inference Using summclustCode0
On boundary conditions parametrized by analytic functions0
Efficient Minimax Optimal Estimators For Multivariate Convex Regression0
Optimally tackling covariate shift in RKHS-based nonparametric regression0
What Makes A Good Fisherman? Linear Regression under Self-Selection Bias0
Scalable computation of prediction intervals for neural networks via matrix sketching0
Adversarial confound regression and uncertainty measurements to classify heterogeneous clinical MRI in Mass General BrighamCode0
YOLOPose: Transformer-based Multi-Object 6D Pose Estimation using Keypoint Regression0
Bivariate vine copula based regression, bivariate level and quantile curves0
Compound virtual screening by learning-to-rank with gradient boosting decision tree and enrichment-based cumulative gain0
Homography-Based Loss Function for Camera Pose RegressionCode1
Towards an Ensemble Regressor Model for Anomalous ISP Traffic Prediction0
Scalable Regularised Joint Mixture ModelsCode0
Distilling Governing Laws and Source Input for Dynamical Systems from VideosCode0
Machine learning techniques in joint default assessment0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading0
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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