license: apache-2.0
library_name: pytorch
tags:
- structbench
- structural-engineering
- surrogate-model
- deforming_plate
StructBench checkpoints: deforming_plate
Blessed reference checkpoints of the StructBench benchmark deforming_plate, published with code release v0.4.0 (ADR-0074 clause 8). Each folder holds what running and checking the model needs: the registered checkpoint, the resolved config.json, the normalisation statistics when the model uses them, the metrics-<split>.json of the scored splits, and a SHA256SUMS covering those files. The results registry that reads these numbers is the benchmark's landing page, docs/benchmarks/deforming_plate.md.
| Row | Family | Scheme | Run commit | Run date | Bundle | Checkpoint | SHA-256 | Headline |
|---|---|---|---|---|---|---|---|---|
| MGN | mgn | autoregressive | eb39994 |
2026-08-17 | mgn-eb39994/ |
model-best-1750000.pt |
5309491a0595e90678eed3bf0a8063e76754d6f52a94228c7c58fb1bc700bbf7 |
test rollout_rel_l2_disp 0.5013 |
Use
Download a folder and evaluate it with the StructBench CLI, which rebuilds the simulator from the folder's own config.json (the evaluation overwrites the downloaded metrics-<split>.json; keep a copy to compare):
hf download StructBench/deforming-plate --revision v0.4.0 --local-dir bundles
structbench-train --mode rollout --out bundles/<bundle> --data-root <canonical cases>
Verify a file against SHA256SUMS before trusting it. Code and benchmark definitions: https://github.com/qilinli/StructBench (Apache-2.0).