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Papers

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Showing 411–420 of 9424 papers

Title	Date	Tasks	Status	Hype
Non-asymptotic analysis of the performance of the penalized least trimmed squares in sparse models	Jan 9, 2025	Attributeregression	—Unverified	0
A Support Vector Approach in Segmented Regression for Map-assisted Non-cooperative Source Localization	Jan 8, 2025	regression	—Unverified	0
On weight and variance uncertainty in neural networks for regression tasks	Jan 8, 2025	regression	CodeCode Available	0
RieszBoost: Gradient Boosting for Riesz Regression	Jan 8, 2025	Formregression	—Unverified	0
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images	Jan 8, 2025	3D Object ReconstructionComputational Efficiency	—Unverified	0
Stochastic Process Learning via Operator Flow Matching	Jan 7, 2025	Density Estimationregression	CodeCode Available	1
Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive Regression	Jan 7, 2025	Action Quality AssessmentContrastive Learning	CodeCode Available	0
The Choice of Normalization Influences Shrinkage in Regularized Regression	Jan 7, 2025	regression	CodeCode Available	0
Data Augmentation for Deep Learning Regression Tasks by Machine Learning Models	Jan 7, 2025	Data Augmentationregression	—Unverified	0
Can Deep Learning Trigger Alerts from Mobile-Captured Images?	Jan 7, 2025	Data AugmentationDeep Learning	—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