Time Series Analysis on VISUELLE

Metric: WAPE (higher is better)

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#	Model↕	WAPE▼	Extra Data	Paper	Date↕	Code
1	GTM-Transformer	55.2	No	Well Googled is Half Done: Multimodal Forecastin...	2021-09-20	Code
2	GTM-Transformer [Extra Tag]	54.2	No	Well Googled is Half Done: Multimodal Forecastin...	2021-09-20	Code
3	MuQAR	52.63	No	Multimodal Quasi-AutoRegression: Forecasting the...	2022-04-08	-
4	GTM-Transformer [POP]	52.39	No	POP: Mining POtential Performance of new fashion...	2022-07-22	Code

#1GTM-TransformerSOTA
55.2
WAPE· 2021-09-20
Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends Code
#2GTM-Transformer [Extra Tag]
54.2
WAPE· 2021-09-20
Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends Code
#3MuQAR
52.63
WAPE· 2022-04-08
Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products
#4GTM-Transformer [POP]
52.39
WAPE· 2022-07-22
POP: Mining POtential Performance of new fashion products via webly cross-modal query expansion Code