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Papers

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Showing 2711–2720 of 9424 papers

Title	Date	Tasks	Status	Hype
Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria	Dec 5, 2022	Experimental Designregression	—Unverified	0
Fast and Lightweight Scene Regressor for Camera Relocalization	Dec 4, 2022	3D ReconstructionCamera Localization	CodeCode Available	1
Characterizing instance hardness in classification and regression problems	Dec 4, 2022	Classificationregression	—Unverified	0
Label Encoding for Regression Networks	Dec 4, 2022	Binary Classificationregression	CodeCode Available	1
Multiscale Structure Guided Diffusion for Image Deblurring	Dec 4, 2022	DeblurringDenoising	—Unverified	0
SRSD: Rethinking Datasets of Symbolic Regression for Scientific Discovery	Dec 2, 2022	regressionscientific discovery	CodeCode Available	1
Empirical Asset Pricing via Ensemble Gaussian Process Regression	Dec 2, 2022	Ensemble LearningGPR	—Unverified	0
Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows	Dec 1, 2022	Predictionregression	—Unverified	0
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data	Dec 1, 2022	Earth ObservationManagement	—Unverified	0
Regularization Trade-offs with Fake Features	Dec 1, 2022	regression	—Unverified	0

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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