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Papers

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Showing 331–340 of 9424 papers

Title	Date	Tasks	Status	Hype
Package for Fast ABC-Boost	Jul 18, 2022	Multi-class Classificationregression	CodeCode Available	1
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System	Jul 16, 2022	ClusteringCPU	CodeCode Available	1
Transfer learning for time series classification using synthetic data generation	Jul 16, 2022	Classificationregression	CodeCode Available	1
Camera Pose Auto-Encoders for Improving Pose Regression	Jul 12, 2022	Positionregression	CodeCode Available	1
Learning from Label Relationships in Human Affect	Jul 12, 2022	Continuous Affect Estimationregression	CodeCode Available	1
Backdoor Attacks on Crowd Counting	Jul 12, 2022	Backdoor AttackCrowd Counting	CodeCode Available	1
Regression Metric Loss: Learning a Semantic Representation Space for Medical Images	Jul 12, 2022	image-classificationImage Classification	CodeCode Available	1
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting	Jul 11, 2022	regressionTask 2	CodeCode Available	1
Deep Learning and Symbolic Regression for Discovering Parametric Equations	Jul 1, 2022	BIG-bench Machine LearningDeep Learning	CodeCode Available	1
NumS: Scalable Array Programming for the Cloud	Jun 28, 2022	regressionScheduling	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