SOTAVerified

regression

Papers

Showing 32013225 of 9424 papers

TitleStatusHype
SALVE: Self-supervised Adaptive Low-light Video Enhancement0
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data0
Leveraging Pre-Trained Acoustic Feature Extractor For Affective Vocal Bursts TasksCode0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
A Theoretical Study of The Effects of Adversarial Attacks on Sparse Regression0
Uncertainty in Real-Time Semantic Segmentation on Embedded SystemsCode0
Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurementsCode0
Sophisticated deep learning with on-chip optical diffractive tensor processing0
Continuous Semi-Supervised Nonnegative Matrix Factorization0
Probabilistic machine learning based predictive and interpretable digital twin for dynamical systems0
Steel Phase Kinetics Modeling using Symbolic Regression0
Faithful Heteroscedastic Regression with Neural NetworksCode0
Support Vector Regression: Risk Quadrangle Framework0
Comparison of machine learning algorithms for merging gridded satellite and earth-observed precipitation data0
Improving Levenberg-Marquardt Algorithm for Neural NetworksCode0
Machine Learning as an Accurate Predictor for Percolation Threshold of Diverse Networks0
Penalised regression with multiple sources of prior effectsCode0
Shapley variable importance cloud for machine learning models0
Robustness Evaluation of Regression Tasks with Skewed Domain Preferences0
Variable Clustering via Distributionally Robust Nodewise Regression0
ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention0
Approximating Optimal Estimation of Time Offset Synchronization with Temperature Variations0
On LASSO for High Dimensional Predictive Regression0
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates0
Community Time-Activity Trajectory Modelling based on Markov Chain Simulation and Dirichlet 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