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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1251–1260 of 9424 papers

Title	Date	Tasks	Status	Hype
Asymptotics of Random Feature Regression Beyond the Linear Scaling Regime	Mar 13, 2024	regression	—Unverified	0
eDifFIQA: Towards Efficient Face Image Quality Assessment Based On Denoising Diffusion Probabilistic Models	Mar 12, 2024	DenoisingFace Image Quality	CodeCode Available	1
XpertAI: uncovering model strategies for sub-manifolds	Mar 12, 2024	modelregression	—Unverified	0
Constructing Variables Using Classifiers as an Aid to Regression: An Empirical Assessment	Mar 11, 2024	regression	CodeCode Available	0
Semiparametric Inference for Regression-Discontinuity Designs	Mar 9, 2024	regression	—Unverified	0
Estimation of Electronic Band Gap Energy From Material Properties Using Machine Learning	Mar 8, 2024	Band Gapregression	—Unverified	0
Exploring the Links between the Fundamental Lemma and Kernel Regression	Mar 8, 2024	LEMMAregression	—Unverified	0
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution Shifts	Mar 7, 2024	Depth Estimationregression	CodeCode Available	0
Regression-aware Inference with LLMs	Mar 7, 2024	regression	—Unverified	0
Improve Generalization Ability of Deep Wide Residual Network with A Suitable Scaling Factor	Mar 7, 2024	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