SOTAVerified

regression

Papers

Showing 101125 of 9424 papers

TitleStatusHype
Cauchy-Schwarz Divergence Information Bottleneck for RegressionCode1
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
AGORA: Avatars in Geography Optimized for Regression AnalysisCode1
Calibrated Multiple-Output Quantile Regression with Representation LearningCode1
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderCode1
BoostTree and BoostForest for Ensemble LearningCode1
Extending regionalization algorithms to explore spatial process heterogeneityCode1
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback LoopCode1
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
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning ModelCode1
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-VotingCode1
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularityCode1
3D Human Mesh Regression with Dense CorrespondenceCode1
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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