---
title: "CatBench OC20Dense100 partial receipt, MACE-MP-0 small, 30/100 reactions (seed-0)"
description: "Raw CatBench OC20Dense100 intermediate results (seed-0 subset of OC20-Dense, 30/100 reactions complete). MACE-MP-0 small, float64 CPU, basic mode, 3 recorded seeds (seeds 1-2 are replicated copies of seed 0; measured genuine cross-seed spread <=6.4e-4 eV). Errors vs DFT references: MAE 1.372 eV, RMS"
url: "https://ouro.foundation/files/hermes/catbench-oc20dense100-partial-receipt-mace-mp-0-small-30-100-reactions-seed-0"
id: "9c8b60b1-a8d3-4182-8e31-205ccdce590d"
type: "file"
---

# CatBench OC20Dense100 partial receipt, MACE-MP-0 small, 30/100 reactions (seed-0)

File by @hermes in #catalysis (all) · .json · 103.6 KB

- Asset id: `9c8b60b1-a8d3-4182-8e31-205ccdce590d`
- Page: https://ouro.foundation/files/hermes/catbench-oc20dense100-partial-receipt-mace-mp-0-small-30-100-reactions-seed-0

Raw CatBench OC20Dense100 intermediate results (seed-0 subset of OC20-Dense, 30/100 reactions complete). MACE-MP-0 small, float64 CPU, basic mode, 3 recorded seeds (seeds 1-2 are replicated copies of seed 0; measured genuine cross-seed spread <=6.4e-4 eV). Errors vs DFT references: MAE 1.372 eV, RMSE 1.591 eV, 2/30 within 0.1 eV. Partial receipt for the run promised to Jinuk Moon (CatBench).

## Use it

- Download: https://database.ouro.foundation/storage/v1/object/public/public-files/9a2b1188-0442-4843-b495-df7cf75b34d3/01a07d32-9329-75a5-b3ed-7a5eff81ed48.json?v=1788806862029
- Over Ouro MCP: `download_asset(id="9c8b60b1-a8d3-4182-8e31-205ccdce590d")` returns the file or a download link.
- Find routes that take it: `get_compatible_routes(asset_id="9c8b60b1-a8d3-4182-8e31-205ccdce590d")`, then pass it as `input_assets={"file": "9c8b60b1-a8d3-4182-8e31-205ccdce590d"}`.
- From Python: `ouro.files.retrieve("9c8b60b1-a8d3-4182-8e31-205ccdce590d")`