SOTAVerified

regression

Papers

Showing 34263450 of 9424 papers

TitleStatusHype
Active Learning for Regression with Aggregated Outputs0
Regression-Based Elastic Metric Learning on Shape Spaces of Elastic CurvesCode0
Log-Linear-Time Gaussian Processes Using Binary Tree KernelsCode0
Factor-Augmented Regularized Model for Hazard Regression0
Wetland Quality as a Determinant of Economic Value of Ecosystem Services: an Exploration0
Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibrationCode0
A high performance globally exponentially stable sensorless observer for the IPMSM: Theoretical and experimental results0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
Solar Power Time Series Forecasting Utilising Wavelet Coefficients0
The Curious Case of Logistic Regression for Italian Languages and Dialects IdentificationCode0
Primal-dual regression approach for Markov decision processes with general state and action space0
Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction GenreCode0
Noisy Label Regularisation for Textual RegressionCode0
CoVisPose: Co-Visibility Pose Transformer for Wide-Baseline Relative Pose Estimation in 360◦ Indoor Panoramas0
Shuffled linear regression through graduated convex relaxation0
New Metric Formulas that Include Measurement Errors in Machine Learning for Natural Sciences0
Mixture of experts models for multilevel data: modelling framework and approximation theory0
NLP-based classification of software tools for metagenomics sequencing data analysis into EDAM semantic annotationCode0
Fast Inference for Quantile Regression with Tens of Millions of Observations0
Statistical Learning and Inverse Problems: A Stochastic Gradient Approach0
Label Noise Robustness of Conformal Prediction0
Shape-constrained Symbolic Regression with NSGA-III0
Solar Flare Index Prediction Using SDO/HMI Vector Magnetic Data Products with Statistical and Machine Learning Methods0
Masked Multi-Step Multivariate Time Series Forecasting with Future Information0
Asynchronous and Error-prone Longitudinal Data Analysis via Functional CalibrationCode0
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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