Feature Engineering on Basketball Players Movement

Metric: Step Change (10^−3) (higher is better)

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#	Model↕	Step Change (10^−3)▼	Augmentations	Paper	Date↕	Code
1	GRUI	14.95	No	-	-	-
2	KNN	13.24	No	-	-	-
3	MaskGAN	9.622	No	MaskGAN: Better Text Generation via Filling in t...	2018-01-23	-
4	BRITS (SingleRes)	4.811	No	BRITS: Bidirectional Recurrent Imputation for Ti...	2018-05-27	Code
5	NAOMI	2.565	No	NAOMI: Non-Autoregressive Multiresolution Sequen...	2019-01-30	Code

#1GRUI
14.95
Step Change (10^−3)
No paper
#2KNN
13.24
Step Change (10^−3)
No paper
#3MaskGANSOTA
9.622
Step Change (10^−3)· 2018-01-23
MaskGAN: Better Text Generation via Filling in the______
#4BRITS (SingleRes)
4.811
Step Change (10^−3)· 2018-05-27
BRITS: Bidirectional Recurrent Imputation for Time Series Code
#5NAOMI
2.565
Step Change (10^−3)· 2019-01-30
NAOMI: Non-Autoregressive Multiresolution Sequence Imputation Code