SOTAVerified

regression

Papers

Showing 11511175 of 9424 papers

TitleStatusHype
Analytical results for uncertainty propagation through trained machine learning regression models0
Bootstrapping Linear Models for Fast Online Adaptation in Human-Agent CollaborationCode0
Sparse Attention Regression Network Based Soil Fertility Prediction With Ummaso0
Semi-supervised Fréchet Regression0
Map-Relative Pose Regression for Visual Re-LocalizationCode2
VRS-NeRF: Visual Relocalization with Sparse Neural Radiance FieldCode1
Differentially Private Log-Location-Scale Regression Using Functional Mechanism0
Conformal Prediction via Regression-as-ClassificationCode1
Inferring Change Points in High-Dimensional Regression via Approximate Message Passing0
Uniform Inference in High-Dimensional Threshold Regression Models0
SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations0
Overparameterized Multiple Linear Regression as Hyper-Curve Fitting0
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context ExamplesCode2
Unveiling Nonlinear Dynamics in Catastrophe Bond Pricing: A Machine Learning Perspective0
Comparison of decision trees with Local Interpretable Model-Agnostic Explanations (LIME) technique and multi-linear regression for explaining support vector regression model in terms of root mean square error (RMSE) values0
Measuring proximity to standard planes during fetal brain ultrasound scanning0
Kermut: Composite kernel regression for protein variant effectsCode1
Regression Discontinuity Design with Spillovers0
Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning0
Minimum variance threshold for epsilon-lexicase selectionCode0
Maximally Forward-Looking Core Inflation0
Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set0
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive HashingCode0
Rethinking Self-training for Semi-supervised Landmark Detection: A Selection-free ApproachCode0
Bayesian Inference for Consistent Predictions in Overparameterized Nonlinear RegressionCode0
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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