Dataset ALL KINGDOMS

A citable, licensed release of the biological-3D generation benchmark: tasks, 3D outputs, baked GT reference renders, and objective metrics. Held-out raw GT is withheld for integrity. Human preference votes ship as a secondary file.

5 Reference specimens
3 Kingdoms represented
494 Model outputs collected
35 Provenance types

Composition

By kingdom 494 model outputs
🌿 Plants 201 🍄 Fungi 144 🐾 Animals 149
By difficulty tier 494 tiered outputs
Easy 99 Moderate 160 Hard 235
By reference provenance 494 model outputs
API 199 Commissioned 185 Agentic 108 Bio3D Arena 2

Explore the corpus

  • Coverage matrix — which generators have produced an output for which reference specimen, and where the gaps are.
  • Reference specimens — every task in the corpus with its kingdom, difficulty tier and vote count.

Releases

No release published yet. The live API is available at /api/export.json and /api/leaderboard.