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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 711–720 of 9424 papers

Title	Date	Tasks	Status	Hype
Towards Precise End-to-end Weakly Supervised Object Detection Network	Nov 27, 2019	Multiple Instance Learningobject-detection	CodeCode Available	1
Fast Learning of Temporal Action Proposal via Dense Boundary Generator	Nov 11, 2019	General ClassificationOptical Flow Estimation	CodeCode Available	1
Sparse Orthogonal Variational Inference for Gaussian Processes	Oct 23, 2019	Gaussian ProcessesMulti-class Classification	CodeCode Available	1
Deep Evidential Regression	Oct 7, 2019	regressionUncertainty Quantification	CodeCode Available	1
Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning	Oct 1, 2019	continuous-controlContinuous Control	CodeCode Available	1
PolarMask: Single Shot Instance Segmentation with Polar Representation	Sep 29, 2019	Distance regressionInstance Segmentation	CodeCode Available	1
Energy-Based Models for Deep Probabilistic Regression	Sep 26, 2019	Head Pose Estimationobject-detection	CodeCode Available	1
Graph Convolutional Networks for Road Networks	Aug 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1
Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-Voting	Aug 23, 2019	regression	CodeCode Available	1
RuleKit: A Comprehensive Suite for Rule-Based Learning	Aug 2, 2019	regression	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