SOTAVerified

regression

Papers

Showing 33763400 of 9424 papers

TitleStatusHype
Integrated Brier Score based Survival Cobra -- A regression based approach0
Geo6D: Geometric Constraints Learning for 6D Pose Estimation0
Low-rank Panel Quantile Regression: Estimation and Inference0
MGTUNet: An new UNet for colon nuclei instance segmentation and quantification0
Local SGD in Overparameterized Linear Regression0
Distributional Adaptive Soft Regression TreesCode0
Combination of Raman spectroscopy and chemometrics: A review of recent studies published in the Spectrochimica Acta, Part A: Molecular and Biomolecular Spectroscopy Journal0
Linear Regression with Centrality Measures0
Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction0
Importance Weighting Correction of Regularized Least-Squares for Covariate and Target Shifts0
Locally Smoothed Gaussian Process Regression0
Systematic Evaluation of Predictive FairnessCode0
Sparse Kronecker Product Decomposition: A General Framework of Signal Region Detection in Image RegressionCode0
A Mixing Time Lower Bound for a Simplified Version of BART0
Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision makingCode0
Dimension free ridge regression0
Application of Explainable Machine Learning in Detecting and Classifying Ransomware Families Based on API Call Analysis0
How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm?0
Machine Learning Approach for Predicting Students Academic Performance and Study Strategies based on their Motivation0
Conditional Likelihood Ratio Test with Many Weak Instruments0
Training speech emotion classifier without categorical annotations0
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance mapsCode0
Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function0
OOOE: Only-One-Object-Exists Assumption to Find Very Small Objects in Chest Radiographs0
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography0
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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