SOTAVerified|Agents Browse Leaderboard About

regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 991–1000 of 9424 papers

Title	Date	Tasks	Status	Hype
A Gaussian Process Regression Model for Distribution Inputs	Jan 31, 2017	BIG-bench Machine LearningGaussian Processes	—Unverified	0
Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions	Jun 2, 2020	Combinatorial Optimizationregression	—Unverified	0
Gram-Gauss-Newton Method: Learning Overparameterized Neural Networks for Regression Problems	May 28, 2019	regressionSecond-order methods	—Unverified	0
A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning	May 25, 2024	GPUregression	—Unverified	0
A Simple Algorithm for Semi-supervised Learning with Improved Generalization Error Bound	Jun 27, 2012	regression	—Unverified	0
A Simple and Adaptive Confidence Interval when Nuisance Parameters Satisfy an Inequality	Sep 16, 2024	regressionvalid	—Unverified	0
A simple but powerful tail index regression	Sep 20, 2024	regression	—Unverified	0
A simple DNN regression for the chemical composition in essential oil	Dec 17, 2024	Experimental Designregression	—Unverified	0
A Simplified Analysis of SGD for Linear Regression with Weight Averaging	Jun 18, 2025	regressionScheduling	—Unverified	0
Approximation Bounds for Transformer Networks with Application to Regression	Apr 16, 2025	regression	—Unverified	0

Show:10 25 50

← PrevPage 100 of 943Next →

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