Time Series Analysis on VISUELLE

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	GTM-Transformer [POP]	28.62	No	POP: Mining POtential Performance of new fashion...	2022-07-22	Code
2	MuQAR	28.75	No	Multimodal Quasi-AutoRegression: Forecasting the...	2022-04-08	-
3	GTM-Transformer [Extra Tag]	29.6	No	Well Googled is Half Done: Multimodal Forecastin...	2021-09-20	Code
4	GTM-Transformer	30.2	No	Well Googled is Half Done: Multimodal Forecastin...	2021-09-20	Code
5	Explainable Cross-Attention Multimodal RNN	32.1	No	-	-	Code

#1GTM-Transformer [POP]SOTA
28.62
MAE· 2022-07-22
POP: Mining POtential Performance of new fashion products via webly cross-modal query expansion Code
#2MuQARSOTA
28.75
MAE· 2022-04-08
Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products
#3GTM-Transformer [Extra Tag]SOTA
29.6
MAE· 2021-09-20
Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends Code
#4GTM-TransformerSOTA
30.2
MAE· 2021-09-20
Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends Code
#5Explainable Cross-Attention Multimodal RNN
32.1
MAE
No paperCode