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Splataverse: cross-dataset splits

This repo holds only split manifests. The Gaussian splats themselves live in the per-source repos, each under its own licence:

source repo
Sketchfab (Objaverse) maxwildersmith/splataverse-sketchfab
Smithsonian 3D maxwildersmith/splataverse-smithsonian

Split v4

splits/v4.parquet (config v4) has one row per object: uid, hf_source, hf_repo, path, license, split, tier, is_bone, reasons. split is val, test, train (in a tier), train_unused, flagged (failed the splat quality check; reasons says why) or unscored.

  • val / test are fixed and hold out both sources: 1,000 + 1,000 clean Sketchfab objects (licence-stratified) and Smithsonian's frozen 150 + 150 (stratified by category, so ~88% are bone specimens).
  • Training tiers are nested (1k is inside 5k is inside 10k ...): tier T is split == "train" and tier <= T. Each tier is ~10% Smithsonian (bones included) until its 2,092-object pool is used up, the rest clean Sketchfab.
list objects Sketchfab Smithsonian
val 1,150 1,000 150
test 1,150 1,000 150
train_1k 1,000 900 100
train_5k 5,000 4,500 500
train_10k 10,000 9,000 1,000
train_25k 25,000 22,908 2,092
train_50k 50,000 47,908 2,092
train_100k 100,000 97,908 2,092
train_250k 250,000 247,908 2,092
train_all 461,982 459,890 2,092

splits/v4/<list>.txt has one <repo> <path> line per object.

Download a split

pip install huggingface_hub tyro
python fetch_split.py --split train_5k --out-dir splataverse_data

fetch_split.py (in this repo) skips files already downloaded and pauses whenever the Hugging Face API rate limit (1,000 requests per 5 minutes) is reached, so large tiers can be fetched unattended.

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