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regression

Papers

Showing 101125 of 9424 papers

TitleStatusHype
CDRNN: Discovering Complex Dynamics in Human Language ProcessingCode1
AgeFlow: Conditional Age Progression and Regression with Normalizing FlowsCode1
Camera Pose Auto-Encoders for Improving Pose RegressionCode1
Can Large Language Models Understand Preferences in Personalized Recommendation?Code1
Censored Quantile Regression Neural Networks for Distribution-Free Survival AnalysisCode1
c-lasso -- a Python package for constrained sparse and robust regression and classificationCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Body Part Regression for CT ImagesCode1
Boosted Sparse and Low-Rank Tensor RegressionCode1
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderCode1
AGORA: Avatars in Geography Optimized for Regression AnalysisCode1
Calibrated Multiple-Output Quantile Regression with Representation LearningCode1
BoostTree and BoostForest for Ensemble LearningCode1
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback LoopCode1
Extending regionalization algorithms to explore spatial process heterogeneityCode1
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning ModelCode1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine LearningCode1
CCDM: Continuous Conditional Diffusion Models for Image GenerationCode1
A hybrid Decoder-DeepONet operator regression framework for unaligned observation dataCode1
3D Human Mesh Regression with Dense CorrespondenceCode1
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-VotingCode1
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularityCode1
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
A flexible empirical Bayes approach to multiple linear regression and connections with penalized regressionCode1
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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