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regression

Papers

Showing 471480 of 9424 papers

TitleStatusHype
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
A local approach to parameter space reduction for regression and classification tasksCode1
Learning to Predict Graphs with Fused Gromov-Wasserstein BarycentersCode1
Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximationCode1
Bayesian Graph Neural Networks for Molecular Property PredictionCode1
LieTransformer: Equivariant self-attention for Lie GroupsCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Linear Recursive Feature Machines provably recover low-rank matricesCode1
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention NetworksCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
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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