SOTAVerified

regression

Papers

Showing 24762500 of 9424 papers

TitleStatusHype
Improved uncertainty quantification for neural networks with Bayesian last layerCode0
Dealing with Collinearity in Large-Scale Linear System Identification Using Gaussian Regression0
Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding0
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey0
Mean Parity Fair Regression in RKHSCode0
Reentry Risk and Safety Assessment of Spacecraft Debris Based on Machine LearningCode0
Variational Boosted Soft Trees0
Online Symbolic Regression with Informative Query0
Conformal Prediction for Network-Assisted Regression0
Toward Asymptotic Optimality: Sequential Unsupervised Regression of Density Ratio for Early ClassificationCode0
Pseudo-Labeling for Kernel Ridge Regression under Covariate ShiftCode0
Efficient Generator of Mathematical Expressions for Symbolic RegressionCode1
Noise-Augmented _0 Regularization of Tensor Regression with Tucker Decomposition0
Mixed Semi-Supervised Generalized-Linear-Regression with Applications to Deep-Learning and Interpolators0
Liveness score-based regression neural networks for face anti-spoofing0
Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback0
Clustered Covariate Regression0
Identify local limiting factors of species distribution using min-linear logistic regression0
Data Augmentation for Imbalanced RegressionCode0
Smoothly Giving up: Robustness for Simple Models0
Optimal Training of Mean Variance Estimation Neural NetworksCode0
Practical Contextual Bandits with Feedback Graphs0
(S)GD over Diagonal Linear Networks: Implicit Regularisation, Large Stepsizes and Edge of Stability0
Black-Box Batch Active Learning for RegressionCode0
Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box 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