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Showing 91–100 of 9424 papers

Title	Date	Tasks	Status	Hype
Prediction-Powered Inference	Jan 23, 2023	AstronomyPrediction	CodeCode Available	2
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles	Dec 5, 2016	Image Classificationregression	VerifiedCommunity Verified — 1 reproduction	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

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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