SOTAVerified

regression

Papers

Showing 701750 of 9424 papers

TitleStatusHype
Label Encoding for Regression NetworksCode1
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and BeyondCode1
An Empirical Study of Capital Asset Pricing Model based on Chinese A-share Trading DataCode1
Learning a Formula of Interpretability to Learn Interpretable FormulasCode1
Learning a Unified Sample Weighting Network for Object DetectionCode1
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine InterfaceCode1
A real-time fingerprint-based indoor positioning using deep learning and preceding statesCode1
Learning Correction Filter via Degradation-Adaptive Regression for Blind Single Image Super-ResolutionCode1
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert SpacesCode1
Learning from aggregated data with a maximum entropy modelCode1
Learning Invariances in Neural NetworksCode1
Learning Multi-Scene Absolute Pose Regression with TransformersCode1
Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware RegressionCode1
LassoNet: A Neural Network with Feature SparsityCode1
A Comprehensive Analysis of Deep RegressionCode1
Learning Stereo Matchability in Disparity Regression NetworksCode1
Learning to Predict Graphs with Fused Gromov-Wasserstein BarycentersCode1
An Evolutionary Forest for RegressionCode1
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB ImageCode1
AniFormer: Data-driven 3D Animation with TransformerCode1
A randomized algorithm to solve reduced rank operator regressionCode1
Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution SolutionsCode1
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
Local Projection Inference is Simpler and More Robust Than You ThinkCode1
flexBART: Flexible Bayesian regression trees with categorical predictorsCode1
Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionCode1
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
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age AssessmentCode1
BARMPy: Bayesian Additive Regression Models Python PackageCode1
Mask-Attention-Free Transformer for 3D Instance SegmentationCode1
Materials Representation and Transfer Learning for Multi-Property PredictionCode1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine LearningCode1
A Novel CNN-based Method for Accurate Ship Detection in HR Optical Remote Sensing Images via Rotated Bounding BoxCode1
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language ModelsCode1
mikropml: User-Friendly R Package for Supervised Machine Learning PipelinesCode1
DCDet: Dynamic Cross-based 3D Object DetectorCode1
Mixup Your Own PairsCode1
MLPs Learn In-Context on Regression and Classification TasksCode1
MMSR: Symbolic Regression is a Multi-Modal Information Fusion TaskCode1
Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement LearningCode1
Improving Model-based Genetic Programming for Symbolic Regression of Small ExpressionsCode1
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory SystemCode1
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce ModelCode1
Movie Revenue Prediction using Machine Learning ModelsCode1
Moving Window Regression: A Novel Approach to Ordinal RegressionCode1
Multi Expression ProgrammingCode1
Feature Selection via Mutual Information: New Theoretical InsightsCode1
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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