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Baseline model question #3
Description
Activity
Thank you for your interest in our dataset.
We just released the baseline model which can be found here.
We are looking forward to your try and valuable feedback.
This is a simple model for formatting the pipeline and easy modification.
We show some visualizations from an overfitted model (the code for visualization is implemented in the plug-in):
The metrics of the baseline model on the test split are reported here.
The score is relatively low since the baseline serves as standardization.
To improve model performance, introducing temporal information, a more complicated model, a multi-task training strategy, and heavy data augmentation would be helpful.You are welcome to take part in our challenge on this dataset (Track 1 OpenLane Topology)to share your insight into this task. More detail can be found on the website.
PS
Data will be released soon when the uploading process is finished.
Please also stay tuned for our paper on the dataset and baseline. It will also be released soon.Thanks for your detailed feedback!
- pinned this issue
on Apr 12, 2023
Hi, will you provide the train and test code for baseline model and provide the baseline result?