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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1011–1020 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
On the approximation capability of GNNs in node classification/regression tasks	Jun 16, 2021	ClusteringGraph Classification	CodeCode Available	0	5
Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation	Nov 22, 2022	feature selectionregression	CodeCode Available	0	5
A Spectral Theory of Neural Prediction and Alignment	Sep 22, 2023	Predictionregression	CodeCode Available	0	5
ACRNet: Attention Cube Regression Network for Multi-view Real-time 3D Human Pose Estimation in Telemedicine	Oct 11, 2022	3D Human Pose EstimationPose Estimation	CodeCode Available	0	5
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach	Mar 22, 2023	Model Discoveryregression	CodeCode Available	0	5
Efficient online learning with kernels for adversarial large scale problems	Feb 26, 2019	regression	CodeCode Available	0	5
A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression	Dec 1, 2019	regression	CodeCode Available	0	5
ACR Loss: Adaptive Coordinate-based Regression Loss for Face Alignment	Mar 29, 2022	Face AlignmentFacial Landmark Detection	CodeCode Available	0	5
A First-Order Algorithmic Framework for Wasserstein Distributionally Robust Logistic Regression	Oct 28, 2019	regression	CodeCode Available	0	5
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in Neuroimaging	Nov 2, 2021	Bayesian InferenceEEG	CodeCode Available	0	5

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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