SOTAVerified

regression

Papers

Showing 42264250 of 9424 papers

TitleStatusHype
Data-Driven Constitutive Relation Reveals Scaling Law for Hydrodynamic Transport Coefficients0
Statistical learning method for predicting density-matrix based electron dynamics0
Creating Powerful and Interpretable Models with Regression Networks0
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
MLMOD: Machine Learning Methods for Data-Driven Modeling in LAMMPSCode0
Design-Robust Two-Way-Fixed-Effects Regression For Panel DataCode1
Densely connected neural networks for nonlinear regressionCode0
Deciphering Cryptic Behavior in Bimetallic Transition Metal Complexes with Machine Learning0
HAFLO: GPU-Based Acceleration for Federated Logistic Regression0
Semi-supervised Learning for Data-driven Soft-sensing of Biological and Chemical Processes0
Modern Non-Linear Function-on-Function Regression0
AutoML Meets Time Series Regression Design and Analysis of the AutoSeries ChallengeCode0
Robust and Active Learning for Deep Neural Network Regression0
Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning0
Applications of Machine Learning in Fintech Credit Card Fraud Detection0
Wasserstein-Splitting Gaussian Process Regression for Heterogeneous Online Bayesian Inference0
Relational Boosted Regression Trees0
A brief note on understanding neural networks as Gaussian processes0
Multi-Modal Pedestrian Detection with Large Misalignment Based on Modal-Wise Regression and Multi-Modal IoU0
Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images0
Human Pose Regression with Residual Log-likelihood EstimationCode1
Inference for High Dimensional Censored Quantile RegressionCode0
Bagging, optimized dynamic mode decomposition (BOP-DMD) for robust, stable forecasting with spatial and temporal uncertainty-quantificationCode0
A local approach to parameter space reduction for regression and classification tasksCode1
LARGE: Latent-Based Regression through GAN SemanticsCode1
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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