SOTAVerified

regression

Papers

Showing 151200 of 9424 papers

TitleStatusHype
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification modelsCode1
ConR: Contrastive Regularizer for Deep Imbalanced RegressionCode1
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
Conformal Prediction with Missing ValuesCode1
Conformal Prediction via Regression-as-ClassificationCode1
Conjecturing-Based Discovery of Patterns in DataCode1
Context-aware and Scale-insensitive Temporal Repetition CountingCode1
ConDo: Continual Domain Expansion for Absolute Pose RegressionCode1
Composite Quantile Regression With XGBoost Using the Novel Arctan Pinball LossCode1
Conformal Anomaly Detection on Spatio-Temporal Observations with Missing DataCode1
Collaborative Regression of Expressive Bodies using ModerationCode1
A local approach to parameter space reduction for regression and classification tasksCode1
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory ForecastingCode1
Conformal Prediction using Conditional HistogramsCode1
Contrastive learning for regression in multi-site brain age predictionCode1
Closed-Loop Koopman Operator ApproximationCode1
Classification-Regression for Chart ComprehensionCode1
AGORA: Avatars in Geography Optimized for Regression AnalysisCode1
c-lasso -- a Python package for constrained sparse and robust regression and classificationCode1
Closed-loop Matters: Dual Regression Networks for Single Image Super-ResolutionCode1
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and TrackingCode1
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing ImagesCode1
A hybrid Decoder-DeepONet operator regression framework for unaligned observation dataCode1
CID: Cow Images Dataset for Regression and ClassificationCode1
AI Feynman: a Physics-Inspired Method for Symbolic RegressionCode1
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularityCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
A Comprehensive Analysis of Deep RegressionCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box IdentificationCode1
A Large-Scale Study of Probabilistic Calibration in Neural Network RegressionCode1
Alleviating Over-segmentation Errors by Detecting Action BoundariesCode1
A Comprehensive Survey of Regression Based Loss Functions for Time Series ForecastingCode1
Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-VotingCode1
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
A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine LearningCode1
A Mathematical Analysis of Learning Loss for Active Learning in RegressionCode1
Consistent Accelerated Inference via Confident Adaptive TransformersCode1
Rank consistent ordinal regression for neural networks with application to age estimationCode1
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity EstimationCode1
An Analysis of Linear Time Series Forecasting ModelsCode1
Control-oriented meta-learningCode1
Convergence of Sparse Variational Inference in Gaussian Processes RegressionCode1
CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point CloudsCode1
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine InterfaceCode1
An Evolutionary Forest for RegressionCode1
LassoNet: A Neural Network with Feature SparsityCode1
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory SystemCode1
Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input MechanismsCode1
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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