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regression

Papers

Showing 13011310 of 9424 papers

TitleStatusHype
Transformers are Expressive, But Are They Expressive Enough for Regression?Code0
Conformalized-DeepONet: A Distribution-Free Framework for Uncertainty Quantification in Deep Operator Networks0
Quantifying neural network uncertainty under volatility clustering0
Non-Contact Acquisition of PPG Signal using Chest Movement-Modulated Radio Signals0
Comparative Analysis of Data Preprocessing Methods, Feature Selection Techniques and Machine Learning Models for Improved Classification and Regression Performance on Imbalanced Genetic Data0
Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps0
Cameras as Rays: Pose Estimation via Ray DiffusionCode4
Multivariate Online Linear Regression for Hierarchical Forecasting0
Sample-Efficient Linear Regression with Self-Selection Bias0
OmniPred: Language Models as Universal RegressorsCode3
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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