SOTAVerified

regression

Papers

Showing 1120 of 9424 papers

TitleStatusHype
Improved 3D Point-Line Mapping Regression for Camera RelocalizationCode3
OmniPred: Language Models as Universal RegressorsCode3
Benchmarking Automatic Machine Learning FrameworksCode3
Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular DataCode3
Around the World in 80 Timesteps: A Generative Approach to Global Visual GeolocationCode3
Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional ProbabilitiesCode3
AER: Auto-Encoder with Regression for Time Series Anomaly DetectionCode3
Decoding-based RegressionCode3
Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical lawsCode3
Physical Symbolic OptimizationCode3
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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