Hi! I'm Niels, part of the community science team at Hugging Face.
I've updated the dataset card to include the `depth-estimation` task category in the metadata. I've also added the link to the official paper on the Hugging Face Hub and corrected the split name in the loading example to match the actual dataset structure.