SOTAVerified

regression

Papers

Showing 551600 of 9424 papers

TitleStatusHype
Assessing the Performance of Online Students -- New Data, New Approaches, Improved AccuracyCode1
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
Classification-Regression for Chart ComprehensionCode1
Closed-Loop Koopman Operator ApproximationCode1
Closed-loop Matters: Dual Regression Networks for Single Image Super-ResolutionCode1
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different DatasetsCode1
C-Mixup: Improving Generalization in RegressionCode1
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention NetworksCode1
Automated Essay Scoring via Pairwise Contrastive RegressionCode1
A local approach to parameter space reduction for regression and classification tasksCode1
Conformal Anomaly Detection on Spatio-Temporal Observations with Missing DataCode1
Conformal Prediction via Regression-as-ClassificationCode1
Conformal Prediction with Missing ValuesCode1
ConR: Contrastive Regularizer for Deep Imbalanced RegressionCode1
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
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
Contrastive learning for regression in multi-site brain age predictionCode1
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box RegressionCode1
Convergence of Sparse Variational Inference in Gaussian Processes RegressionCode1
Convolutional neural networks for classification and regression analysis of one-dimensional spectral dataCode1
A randomized algorithm to solve reduced rank operator regressionCode1
Covariate Distribution Aware Meta-learningCode1
D3p -- A Python Package for Differentially-Private Probabilistic ProgrammingCode1
D4AM: A General Denoising Framework for Downstream Acoustic ModelsCode1
DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram MatricesCode1
DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram MatricesCode1
Energy-Based Models for Deep Probabilistic RegressionCode1
A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine LearningCode1
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB ImageCode1
A Mathematical Analysis of Learning Loss for Active Learning in RegressionCode1
Deep Active Learning for Regression Using ε-weighted Hybrid Query StrategyCode1
Deep Cox Mixtures for Survival RegressionCode1
Deep Evidential RegressionCode1
Deep Generative Symbolic RegressionCode1
A Novel CNN-based Method for Accurate Ship Detection in HR Optical Remote Sensing Images via Rotated Bounding BoxCode1
Deep Learning for Time Series Classification and Extrinsic Regression: A Current SurveyCode1
DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration TestingCode1
Deep Ordinal Regression Network for Monocular Depth EstimationCode1
AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose RegressionCode1
Deep Regression Representation Learning with TopologyCode1
An Intuitive Tutorial to Gaussian Process RegressionCode1
Deep Surrogate Models for Multi-dimensional Regression of Reactor PowerCode1
Deep transfer operator learning for partial differential equations under conditional shiftCode1
Deep transformation models: Tackling complex regression problems with neural network based transformation modelsCode1
Delving into Deep Imbalanced RegressionCode1
Dense Label Encoding for Boundary Discontinuity Free Rotation DetectionCode1
Detection as Regression: Certified Object Detection by Median SmoothingCode1
Dendrite Net: A White-Box Module for Classification, Regression, and System 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