regression

Papers

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Showing 76–100 of 9424 papers

Title	Date	Tasks	Status	Hype
Factor Fields: A Unified Framework for Neural Fields and Beyond	Feb 2, 2023	NeRFregression	CodeCode Available	2
Fractional ridge regression: a fast, interpretable reparameterization of ridge regression	May 7, 2020	regression	CodeCode Available	2
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration	Aug 13, 2021	3D Human Pose Estimation3D Human Reconstruction	CodeCode Available	2
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction	Mar 27, 2024	Image CaptioningLanguage Modeling	CodeCode Available	2
CARD: Classification and Regression Diffusion Models	Jun 15, 2022	ClassificationDenoising	CodeCode Available	2
GSLoc: Efficient Camera Pose Refinement via 3D Gaussian Splatting	Aug 20, 2024	3DGSNeRF	CodeCode Available	2
GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual Localization	Sep 24, 2024	3D geometry3DGS	CodeCode Available	2
Complex-YOLO: Real-time 3D Object Detection on Point Clouds	Mar 16, 2018	3D Object DetectionAutonomous Driving	CodeCode Available	2
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression	Nov 19, 2019	object-detectionObject Detection	CodeCode Available	2
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning	Jun 26, 2024	Graph ClassificationGraph Learning	CodeCode Available	2
Learning Convex Optimization Models	Jun 7, 2020	regression	CodeCode Available	2
Graph Neural Networks in TensorFlow and Keras with Spektral	Jun 22, 2020	Deep LearningGeneral Classification	CodeCode Available	2
mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging	Apr 30, 2025	AI AgentClassification	CodeCode Available	2
On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited	Mar 12, 2020	ClassificationGeneral Classification	CodeCode Available	2
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis	Oct 28, 2020	AutoMLGeneral Classification	CodeCode Available	2
Prediction-Powered Inference	Jan 23, 2023	AstronomyPrediction	CodeCode Available	2
6D Object Pose Regression via Supervised Learning on Point Clouds	Jan 24, 2020	Objectregression	CodeCode Available	1
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems	Aug 27, 2018	Multi-Task Learningquantile regression	CodeCode Available	1
BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation	May 7, 2022	6D Pose EstimationBenchmarking	CodeCode Available	1
Body Part Regression for CT Images	Oct 18, 2021	Computed Tomography (CT)regression	CodeCode Available	1
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression	Apr 1, 2021	regression	CodeCode Available	1
BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale	Dec 4, 2021	BenchmarkingHyperparameter Optimization	CodeCode Available	1
Bayesian Variable Selection in a Million Dimensions	Aug 2, 2022	regressionVariable Selection	CodeCode Available	1
Bayesian Optimization of Catalysis With In-Context Learning	Apr 11, 2023	Bayesian OptimizationFeature Engineering	CodeCode Available	1
BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye View	Sep 5, 2023	3D Single Object TrackingAutonomous Driving	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