Imputation on PEMS-SF

Metric: L2 Loss (10^-4) (lower is better)

LeaderboardDataset

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#	Model↕	L2 Loss (10^-4)▲	Extra Data	Paper	Date↕	Code
1	NAOMI	3.54	No	NAOMI: Non-Autoregressive Multiresolution Sequen...	2019-01-30	Code
2	BRITS (SingleRes)	4.51	No	BRITS: Bidirectional Recurrent Imputation for Ti...	2018-05-27	Code
3	KNN	4.58	No	-	-	-
4	MaskGAN	6.02	No	-	-	-
5	GRUI	15.24	No	-	-	-

#1NAOMISOTA
3.54
L2 Loss (10^-4)· 2019-01-30
NAOMI: Non-Autoregressive Multiresolution Sequence Imputation Code
#2BRITS (SingleRes)SOTA
4.51
L2 Loss (10^-4)· 2018-05-27
BRITS: Bidirectional Recurrent Imputation for Time Series Code
#3KNN
4.58
L2 Loss (10^-4)
No paper
#4MaskGAN
6.02
L2 Loss (10^-4)
No paper
#5GRUI
15.24
L2 Loss (10^-4)
No paper