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regression

Papers

Showing 351360 of 9424 papers

TitleStatusHype
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
Efficient Conditionally Invariant Representation LearningCode1
Efficient Dataset Distillation Using Random Feature ApproximationCode1
Conformal Prediction using Conditional HistogramsCode1
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge RegressionCode1
A Comprehensive Analysis of Deep RegressionCode1
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesCode1
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
A hybrid Decoder-DeepONet operator regression framework for unaligned observation dataCode1
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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