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daniel-bogdoll / ad-datasets

Complete* list of autonomous driving related datasets
https://ad-datasets.com
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Add missing argoverse entries and sort by # of citations #11

Closed johnwlambert closed 3 years ago

johnwlambert commented 3 years ago

Hi @daniel-bogdoll, thanks for compiling this list. I'm a co-author of the Argoverse datasets, and I added missing details about our datasets

I also figured the most appropriate way to sort the datasets would be by the influence/impact, as measured by # of citations to the corresponding dataset paper. As of Google Scholar today, the number of citations I found for many of these were:

KITTI 4566 nuScenes 837 Oxford Robot Car 765 Waymo Open Dataset 317 Argoverse 302 Semantic KITTI 295 Apolloscape 275 BDD 240 WildDash 59 Lyft L5 42 Cityscapes3D 5

daniel-bogdoll commented 3 years ago

Hey @johnwlambert , thanks for the PR! I'll merge it today or early next week. I like the idea of the influence, but this is hard to maintain I believe. Are you aware of any method that would pull such numbers with a script? This could enable us to automate this process every x weeks

johnwlambert commented 3 years ago

No problem. Unfortunately I don't know of any simple way to pull those numbers automatically. I think the citation ranking is pretty stable, though, currently.

johnwlambert commented 3 years ago

A gentle reminder about this update : - )

daniel-bogdoll commented 3 years ago

Hey John :) I quickly looked into it - the website is build from this file: https://github.com/daniel-bogdoll/ad-datasets/blob/main/my-app/src/data.js

The csv was created for a publication regarding the project. I will move these files into a "publication" folder to avoid further confusion.

But obviously I'd like to see your input on the website, thus I will copy your entries manually so you don't have any additonal work :) Final question before I do so: Did you edit any of the orhter entries you have moved or only the Argoverse one?

johnwlambert commented 3 years ago

Ah I see, didn't realize that the csv wasn't being used.

All other entries should be identical -- I only edited the Argoverse entries.