SOTAVerified

regression

Papers

Showing 101150 of 9424 papers

TitleStatusHype
Composite Quantile Regression With XGBoost Using the Novel Arctan Pinball LossCode1
Collaborative Regression of Expressive Bodies using ModerationCode1
A Large-Scale Study of Probabilistic Calibration in Neural Network RegressionCode1
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory ForecastingCode1
ConDo: Continual Domain Expansion for Absolute Pose RegressionCode1
Contrastive learning for regression in multi-site brain age predictionCode1
c-lasso -- a Python package for constrained sparse and robust regression and classificationCode1
Closed-Loop Koopman Operator ApproximationCode1
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion AutoencoderCode1
Classification-Regression for Chart ComprehensionCode1
Closed-loop Matters: Dual Regression Networks for Single Image Super-ResolutionCode1
Alleviating Over-segmentation Errors by Detecting Action BoundariesCode1
A local approach to parameter space reduction for regression and classification tasksCode1
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box RegressionCode1
-IoU: A Family of Power Intersection over Union Losses for Bounding Box RegressionCode1
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
An Analysis of Linear Time Series Forecasting ModelsCode1
Conformal Anomaly Detection on Spatio-Temporal Observations with Missing DataCode1
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback LoopCode1
Conformal Prediction via Regression-as-ClassificationCode1
ConR: Contrastive Regularizer for Deep Imbalanced RegressionCode1
Consistent Accelerated Inference via Confident Adaptive TransformersCode1
6D Object Pose Regression via Supervised Learning on Point CloudsCode1
Accurate 3D Object Detection using Energy-Based ModelsCode1
CID: Cow Images Dataset for Regression and ClassificationCode1
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularityCode1
3D Human Mesh Regression with Dense CorrespondenceCode1
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and TrackingCode1
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity EstimationCode1
CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point CloudsCode1
AGORA: Avatars in Geography Optimized for Regression AnalysisCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
CDRNN: Discovering Complex Dynamics in Human Language ProcessingCode1
A hybrid Decoder-DeepONet operator regression framework for unaligned observation dataCode1
Censored Quantile Regression Neural Networks for Distribution-Free Survival AnalysisCode1
Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-VotingCode1
Extending regionalization algorithms to explore spatial process heterogeneityCode1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine LearningCode1
CCDM: Continuous Conditional Diffusion Models for Image GenerationCode1
DeepMoD: Deep learning for Model Discovery in noisy dataCode1
Cauchy-Schwarz Divergence Information Bottleneck for RegressionCode1
Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input MechanismsCode1
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing ImagesCode1
C-Mixup: Improving Generalization in RegressionCode1
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box RegressionCode1
A flexible empirical Bayes approach to multiple linear regression and connections with penalized regressionCode1
A Framework and Benchmark for Deep Batch Active Learning for RegressionCode1
Calibrated Multiple-Output Quantile Regression with Representation LearningCode1
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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