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regression

Papers

Showing 191200 of 9424 papers

TitleStatusHype
TIC-TAC: A Framework for Improved Covariance Estimation in Deep Heteroscedastic RegressionCode1
Machine learning in physics: a short guideCode1
FABind: Fast and Accurate Protein-Ligand BindingCode1
ODEFormer: Symbolic Regression of Dynamical Systems with TransformersCode1
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
Mixup Your Own PairsCode1
HTC-DC Net: Monocular Height Estimation from Single Remote Sensing ImagesCode1
fastMONAI: A low-code deep learning library for medical image analysisCode1
IEBins: Iterative Elastic Bins for Monocular Depth EstimationCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
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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