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regression

Papers

Showing 351375 of 9424 papers

TitleStatusHype
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularityCode1
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
Empirical Models for Multidimensional Regression of Fission SystemsCode1
Conjecturing-Based Discovery of Patterns in DataCode1
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesCode1
Engression: Extrapolation through the Lens of Distributional RegressionCode1
A Comprehensive Analysis of Deep RegressionCode1
Auto-Encoding Score Distribution Regression for Action Quality AssessmentCode1
Automated Essay Scoring Using Transformer ModelsCode1
ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression FrameworkCode1
Automated Essay Scoring via Pairwise Contrastive RegressionCode1
Automated Explanation of Machine Learning Models of Footballing Actions in WordsCode1
Automatically identifying ordinary differential equations from dataCode1
High-Dimensional Granger Causality Tests with an Application to VIX and NewsCode1
Rank consistent ordinal regression for neural networks with application to age estimationCode1
Evaluating High-Order Predictive Distributions in Deep LearningCode1
Contrastive learning for regression in multi-site brain age predictionCode1
Conformal Prediction using Conditional HistogramsCode1
Conformal Anomaly Detection on Spatio-Temporal Observations with Missing DataCode1
Exhaustive Symbolic RegressionCode1
A hybrid Decoder-DeepONet operator regression framework for unaligned observation dataCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
Backdoor Attacks on Crowd CountingCode1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
AGORA: Avatars in Geography Optimized for Regression AnalysisCode1
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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