roggirg / AutoBots

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Performance of AutoBots on ETH-UCY #20

Open YuejiangLIU opened 1 year ago

YuejiangLIU commented 1 year ago

Thank you for open-sourcing your great work!

We are currently looking for transformer-based forecasting models that work well on the ETH-UCY dataset. Do you know how AutoBots performs on the ETH-UCY dataset?

We tried to adapt your TrajNet++ dataloader to the ETH-UCY and experimented with some HPs. The results that we obtained so far are, however, not very competitive. In particular, AutoBots seems quite prone to overfitting, under the standard ETH-UCY data split. Just wondering if this is normal? Do you have any suggestions for tailoring AutoBots to the ETH-UCY dataset?