SOTAVerified

regression

Papers

Showing 23512375 of 9424 papers

TitleStatusHype
An Over-parameterized Exponential Regression0
Local Interpretability of Random Forests for Multi-Target RegressionCode0
Towards Reliable Uncertainty Quantification via Deep Ensembles in Multi-output Regression Task0
Thread Counting in Plain Weave for Old Paintings Using Semi-Supervised Regression Deep Learning ModelsCode0
Learnability, Sample Complexity, and Hypothesis Class Complexity for Regression Models0
Solving Regularized Exp, Cosh and Sinh Regression Problems0
Kernel interpolation generalizes poorly0
Closed-Loop Koopman Operator ApproximationCode1
Learning Rate Schedules in the Presence of Distribution ShiftCode0
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning0
Intersection over Union with smoothing for bounding box regressionCode0
FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional RegressionsCode1
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels0
CRRS: Concentric Rectangles Regression Strategy for Multi-point Representation on Fisheye Images0
Feature Space Sketching for Logistic Regression0
The Exact Sample Complexity Gain from Invariances for Kernel Regression0
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning PuzzleCode1
Particle Mean Field Variational BayesCode0
Physics Symbolic Learner for Discovering Ground-Motion Models Via NGA-West2 Database0
Functional-Coefficient Quantile Regression for Panel Data with Latent Group Structure0
Sensorless Adaptive Vibration Suppression in Two-Mass Systems via Joint Estimation of Controller Parameters and System States0
Logistic Regression Equivalence: A Framework for Comparing Logistic Regression Models Across Populations0
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram MatricesCode1
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approachCode0
SiamTHN: Siamese Target Highlight Network for Visual Tracking0
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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