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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 531–540 of 9424 papers

Title	Date	Tasks	Status	Hype
AI Feynman: a Physics-Inspired Method for Symbolic Regression	May 27, 2019	regressionSymbolic Regression	CodeCode Available	1
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity	Jun 18, 2020	regressionSymbolic Regression	CodeCode Available	1
A Transformer-based Framework for Multivariate Time Series Representation Learning	Oct 6, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	1
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks	Apr 1, 2024	Adversarial RobustnessAutonomous Driving	CodeCode Available	1
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series Forecasting	Oct 16, 2020	Meta-Learningregression	CodeCode Available	1
Bayesian Graph Neural Networks for Molecular Property Prediction	Nov 25, 2020	Molecular Property PredictionPrediction	CodeCode Available	1
A Large-Scale Study of Probabilistic Calibration in Neural Network Regression	Jun 5, 2023	AttributeConformal Prediction	CodeCode Available	1
Bayesian Variable Selection in a Million Dimensions	Aug 2, 2022	regressionVariable Selection	CodeCode Available	1
ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets	Oct 12, 2020	DiversityFace Alignment	CodeCode Available	1
A Transformer Model for Symbolic Regression towards Scientific Discovery	Dec 7, 2023	regressionscientific discovery	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