Imputation on Basketball Players Movement

Metric: Path Difference (lower is better)

LeaderboardDataset

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#	Model↕	Path Difference▲	Extra Data	Paper	Date↕	Code
1	BRITS (SingleRes)	0.571	No	BRITS: Bidirectional Recurrent Imputation for Ti...	2018-05-27	Code
2	NAOMI	0.581	No	NAOMI: Non-Autoregressive Multiresolution Sequen...	2019-01-30	Code
3	MaskGAN	0.68	No	MaskGAN: Better Text Generation via Filling in t...	2018-01-23	-
4	GRUI	0.69	No	-	-	-
5	KNN	0.746	No	-	-	-

#1BRITS (SingleRes)SOTA
0.571
Path Difference· 2018-05-27
BRITS: Bidirectional Recurrent Imputation for Time Series Code
#2NAOMI
0.581
Path Difference· 2019-01-30
NAOMI: Non-Autoregressive Multiresolution Sequence Imputation Code
#3MaskGANSOTA
0.68
Path Difference· 2018-01-23
MaskGAN: Better Text Generation via Filling in the______
#4GRUI
0.69
Path Difference
No paper
#5KNN
0.746
Path Difference
No paper