SOTAVerified

regression

Papers

Showing 22212230 of 9424 papers

TitleStatusHype
DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression NetworksCode0
Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression ProblemsCode0
Deterministic Gaussian Averaged Neural NetworksCode0
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
A Bayesian Decision Tree AlgorithmCode0
Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral dataCode0
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learningCode0
Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantificationCode0
Attack-Resistant Federated Learning with Residual-based ReweightingCode0
Detecting Errors in a Numerical Response via any Regression ModelCode0
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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