Fashion Product Sales Forecasting on VISUELLE 6 Weeks forecast, 28 weeks Google Trends
54.4WAPEGTM-Transformer **
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GTM-Transformer **Input=[T+I+G], External Data=Fashion IQ tags2021.09 | 54.4 | 29.7 | 0.44 | 0.31 | |
| GTM-TransformerInput=[T+I+G]2021.09 | 56.8 | 31 | 0.9 | 0.35 | |
| X-Att-RNN+GInput=[T+I+G]2021.09 | 58.7 | 31.9 | -0.88 | 0.38 | |
| X-Att-RNNInput=[T+I]2021.09 | 59.5 | 32.3 | -0.32 | 0.38 | |
| Attribute KNNInput=[T]2021.09 | 59.8 | 32.7 | -0.88 | 0.4 | |
| Attr+Image KNNInput=[T+I]2021.09 | 61.3 | 33.5 | -1.1 | 0.41 | |
| ImageKNNInput=[I]2021.09 | 62.2 | 34 | -1.09 | 0.43 | |
| Cat-MM-RNNInput=[T+I]2021.09 | 63.3 | 34.4 | -0.67 | 0.42 | |
| GBoostingInput=[T+I]2021.09 | 64.1 | 35 | -1.58 | 0.43 | |
| Cat-MM-RNN+GInput=[T+I+G]2021.09 | 64.1 | 34.8 | -0.21 | 0.43 | |
| GBoosting+GInput=[T+I+G]2021.09 | 64.3 | 35.1 | -1.71 | 0.43 |