SOTAVerified

regression

Papers

Showing 451500 of 9424 papers

TitleStatusHype
Deep Learning based Full-reference and No-reference Quality Assessment Models for Compressed UGC VideosCode1
CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point CloudsCode1
Closed-Loop Koopman Operator ApproximationCode1
Closed-loop Matters: Dual Regression Networks for Single Image Super-ResolutionCode1
Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU SupervisionCode1
Learning Invariances in Neural NetworksCode1
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View SynthesisCode1
Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware RegressionCode1
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory ForecastingCode1
Collaborative Regression of Expressive Bodies using ModerationCode1
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
Learning to Localize in Unseen Scenes with Relative Pose RegressorsCode1
Deep Cox Mixtures for Survival RegressionCode1
Deep Evidential RegressionCode1
LGFCTR: Local and Global Feature Convolutional Transformer for Image MatchingCode1
Composite Quantile Regression With XGBoost Using the Novel Arctan Pinball LossCode1
Adaptive-Control-Oriented Meta-Learning for Nonlinear SystemsCode1
Linear Recursive Feature Machines provably recover low-rank matricesCode1
AniFormer: Data-driven 3D Animation with TransformerCode1
Deep Active Learning for Regression Using ε-weighted Hybrid Query StrategyCode1
Deep Generative Symbolic RegressionCode1
DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration TestingCode1
Conformal Anomaly Detection on Spatio-Temporal Observations with Missing DataCode1
Locating Cephalometric X-Ray Landmarks with Foveated Pyramid AttentionCode1
M2ORT: Many-To-One Regression Transformer for Spatial Transcriptomics Prediction from Histopathology ImagesCode1
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology ImagesCode1
Machine Learning based prediction of Glucose Levels in Type 1 Diabetes Patients with the use of Continuous Glucose Monitoring DataCode1
Machine learning in physics: a short guideCode1
Conformal Prediction with Missing ValuesCode1
Conformal Prediction via Regression-as-ClassificationCode1
Control-oriented meta-learningCode1
Conjecturing-Based Discovery of Patterns in DataCode1
Rank consistent ordinal regression for neural networks with application to age estimationCode1
Consistent Accelerated Inference via Confident Adaptive TransformersCode1
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification modelsCode1
Deep Surrogate Models for Multi-dimensional Regression of Reactor PowerCode1
Controlled abstention neural networks for identifying skillful predictions for regression problemsCode1
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
Context-aware and Scale-insensitive Temporal Repetition CountingCode1
mikropml: User-Friendly R Package for Supervised Machine Learning PipelinesCode1
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box RegressionCode1
Decision Stream: Cultivating Deep Decision TreesCode1
Contrastive learning for regression in multi-site brain age predictionCode1
AGORA: Avatars in Geography Optimized for Regression AnalysisCode1
Active Preference-Based Gaussian Process Regression for Reward LearningCode1
Convergence of Sparse Variational Inference in Gaussian Processes RegressionCode1
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular ImageCode1
Model-Agnostic Meta-Learning for Fast Adaptation of Deep NetworksCode1
Coresets via Bilevel Optimization for Continual Learning and StreamingCode1
Energy-Based Models for Deep Probabilistic RegressionCode1
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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