regression

Papers

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Showing 76–100 of 9424 papers

Title	Date	Tasks	Status	Hype
Multivariate Probabilistic Regression with Natural Gradient Boosting	Jun 7, 2021	regression	CodeCode Available	2
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems	May 27, 2021	regressionSpecificity	CodeCode Available	2
Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification	Nov 18, 2020	regressionUncertainty Quantification	CodeCode Available	2
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis	Oct 28, 2020	AutoMLGeneral Classification	CodeCode Available	2
Conformal prediction interval for dynamic time-series	Oct 18, 2020	Conformal PredictionEnsemble Learning	CodeCode Available	2
Monocular, One-stage, Regression of Multiple 3D People	Aug 27, 2020	3D Depth Estimation3D Human Pose Estimation	CodeCode Available	2
FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration	Aug 19, 2020	3D Hand Pose Estimation3D Human Reconstruction	CodeCode Available	2
Graph Neural Networks in TensorFlow and Keras with Spektral	Jun 22, 2020	Deep LearningGeneral Classification	CodeCode Available	2
Learning Convex Optimization Models	Jun 7, 2020	regression	CodeCode Available	2
RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild	Jun 1, 2020	3D Face ReconstructionFace Alignment	CodeCode Available	2
Fractional ridge regression: a fast, interpretable reparameterization of ridge regression	May 7, 2020	regression	CodeCode Available	2
On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited	Mar 12, 2020	ClassificationGeneral Classification	CodeCode Available	2
CoverNet: Multimodal Behavior Prediction using Trajectory Sets	Nov 23, 2019	Predictionregression	CodeCode Available	2
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression	Nov 19, 2019	object-detectionObject Detection	CodeCode Available	2
NGBoost: Natural Gradient Boosting for Probabilistic Prediction	Oct 8, 2019	Predictionregression	CodeCode Available	2
Complex-YOLO: Real-time 3D Object Detection on Point Clouds	Mar 16, 2018	3D Object DetectionAutonomous Driving	CodeCode Available	2
Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision	Jun 25, 2025	Contrastive LearningFeature Correlation	CodeCode Available	1
Taylor expansion-based Kolmogorov-Arnold network for blind image quality assessment	May 27, 2025	Blind Image Quality AssessmentComputational Efficiency	CodeCode Available	1
Multi-Label Stereo Matching for Transparent Scene Depth Estimation	May 20, 2025	Depth Estimationregression	CodeCode Available	1
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks	May 12, 2025	Kolmogorov-Arnold NetworksLanguage Modeling	CodeCode Available	1
Discovering Partially Known Ordinary Differential Equations: a Case Study on the Chemical Kinetics of Cellulose Degradation	Apr 4, 2025	regressionSymbolic Regression	CodeCode Available	1
GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance	Apr 2, 2025	regressionSuper-Resolution	CodeCode Available	1
Automated Explanation of Machine Learning Models of Footballing Actions in Words	Apr 1, 2025	regression	CodeCode Available	1
Minimum Volume Conformal Sets for Multivariate Regression	Mar 24, 2025	Conformal PredictionPrediction	CodeCode Available	1
GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation	Mar 19, 2025	ObjectPose Estimation	CodeCode Available	1

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified