SOTAVerified

regression

Papers

Showing 401410 of 9424 papers

TitleStatusHype
GP-BART: a novel Bayesian additive regression trees approach using Gaussian processesCode1
Adversarial Weighting for Domain Adaptation in RegressionCode1
Controlled abstention neural networks for identifying skillful predictions for regression problemsCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Alleviating Over-segmentation Errors by Detecting Action BoundariesCode1
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message PassingCode1
Control-oriented meta-learningCode1
BoostTree and BoostForest for Ensemble LearningCode1
Coresets via Bilevel Optimization for Continual Learning and StreamingCode1
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
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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