SOTAVerified

regression

Papers

Showing 14761500 of 9424 papers

TitleStatusHype
Shape-IoU: More Accurate Metric considering Bounding Box Shape and ScaleCode1
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift0
A randomized algorithm to solve reduced rank operator regressionCode1
Generalization in Kernel Regression Under Realistic Assumptions0
Nowcasting Madagascar's real GDP using machine learning algorithms0
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift0
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning0
ZeroShape: Regression-based Zero-shot Shape ReconstructionCode0
Learning Human-like Representations to Enable Learning Human Values0
Leveraging Sample Entropy for Enhanced Volatility Measurement and Prediction in International Oil Price Returns0
HDL and plaque regression in a multiphase model of early atherosclerosis0
Celestial Machine Learning: Discovering the Planarity, Heliocentricity, and Orbital Equation of Mars with AI FeynmanCode0
Vertical Symbolic Regression0
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
Predicting Financial Literacy via Semi-supervised LearningCode0
The Conditioning Bias in Binary Decision Trees and Random Forests and Its EliminationCode0
CLDR: Contrastive Learning Drug Response Models from Natural Language SupervisionCode0
Knowledge Trees: Gradient Boosting Decision Trees on Knowledge Neurons as Probing Classifier0
Fusion of Deep and Shallow Features for Face Kinship Verification0
Symbolic Regression of Dynamic Network Models0
Celestial Machine Learning: From Data to Mars and Beyond with AI FeynmanCode0
Reliable Prediction Intervals with Regression Neural Networks0
Hypothesis Testing for Class-Conditional Noise Using Local Maximum Likelihood0
Asset Ownership Identification: Using machine learning to predict enterprise asset ownership0
Prediction of rare events in the operation of household equipment using co-evolving time series0
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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