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Papers

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Showing 71–80 of 9424 papers

Title	Date	Tasks	Status	Hype
Putting People in their Place: Monocular Regression of 3D People in Depth	Dec 15, 2021	3D Depth Estimationregression	CodeCode Available	2
NeuralProphet: Explainable Forecasting at Scale	Nov 29, 2021	Decision MakingPhilosophy	CodeCode Available	2
GMFlow: Learning Optical Flow via Global Matching	Nov 26, 2021	Optical Flow Estimationregression	CodeCode Available	2
PySINDy: A comprehensive Python package for robust sparse system identification	Nov 12, 2021	Model Discoveryregression	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
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

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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