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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 481–490 of 9424 papers

Title	Date	Tasks	Status	Hype
Kernel Identification Through Transformers	Jun 15, 2021	regression	CodeCode Available	1
Neural Symbolic Regression that Scales	Jun 11, 2021	regressionscientific discovery	CodeCode Available	1
Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization	Jun 11, 2021	Out-of-Distribution Generalizationregression	CodeCode Available	1
Sparse Bayesian Learning via Stepwise Regression	Jun 11, 2021	feature selectionregression	CodeCode Available	1
Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition	Jun 10, 2021	Gaussian Processesregression	CodeCode Available	1
Key Information Extraction From Documents: Evaluation And Generator	Jun 9, 2021	DecoderKey Information Extraction	CodeCode Available	1
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation	Jun 8, 2021	2D Human Pose EstimationFace Detection	CodeCode Available	1
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression	Jun 8, 2021	regression	CodeCode Available	1
Wide-Baseline Relative Camera Pose Estimation with Directional Learning	Jun 7, 2021	Camera Pose EstimationPose Estimation	CodeCode Available	1
SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction	Jun 6, 2021	3D Face Alignment3D Face Reconstruction	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