SOTAVerified

regression

Papers

Showing 501550 of 9424 papers

TitleStatusHype
Nowcasting with signature methodsCode1
NumS: Scalable Array Programming for the CloudCode1
6D Object Pose Regression via Supervised Learning on Point CloudsCode1
One-step and Two-step Classification for Abusive Language Detection on TwitterCode1
Econometric Inference for High Dimensional Predictive RegressionsCode1
Online estimating weight of white Pekin duck carcass by computer visionCode1
Accurate 3D Object Detection using Energy-Based ModelsCode1
Operator Learning Using Random Features: A Tool for Scientific ComputingCode1
Optimizing Approximate Leave-one-out Cross-validation to Tune HyperparametersCode1
Optimizing Hyperparameters with Conformal Quantile RegressionCode1
Calibrated Explanations for RegressionCode1
Cauchy-Schwarz Divergence Information Bottleneck for RegressionCode1
Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-VotingCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problemsCode1
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to RegressionCode1
BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scaleCode1
Bayesian Variable Selection in a Million DimensionsCode1
A local approach to parameter space reduction for regression and classification tasksCode1
Bayesian Graph Neural Networks for Molecular Property PredictionCode1
BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose EstimationCode1
Backdoor Attacks on Crowd CountingCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
BARMPy: Bayesian Additive Regression Models Python PackageCode1
Automated Essay Scoring via Pairwise Contrastive RegressionCode1
Automated Essay Scoring Using Transformer ModelsCode1
Automated Explanation of Machine Learning Models of Footballing Actions in WordsCode1
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesCode1
Alleviating Over-segmentation Errors by Detecting Action BoundariesCode1
Auto-Encoding Score Distribution Regression for Action Quality AssessmentCode1
Automatically identifying ordinary differential equations from dataCode1
Bayesian Additive Regression NetworksCode1
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression TasksCode1
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularityCode1
Bayesian Additive Regression Trees with Model TreesCode1
Bayesian inference for logistic models using Polya-Gamma latent variablesCode1
Bayesian Optimization of Catalysis With In-Context LearningCode1
A Transformer Model for Symbolic Regression towards Scientific DiscoveryCode1
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different DatasetsCode1
A Large-Scale Study of Probabilistic Calibration in Neural Network RegressionCode1
BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye ViewCode1
Body Part Regression for CT ImagesCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Adaptive-Control-Oriented Meta-Learning for Nonlinear SystemsCode1
BoostTree and BoostForest for Ensemble LearningCode1
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series ForecastingCode1
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention NetworksCode1
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
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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