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This is fit to a provisional CSV-seeded mask on the same physical run. Registration and defect extent are unvalidated. These numbers are not held-out production accuracy.
zcPrediction PNG zPer-node probabilities NPZzTrained checkpoint PT Metrics JSON
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r zOriginal ten-model galleryr z#models/original/weak_gnn/index.htmlzRisk GNN galleryz Individual residual GNN runszmodels/original/report.jsonzArchitecture checks JSONz2
All numbers fit provisional labels on their training runs. The residual GNN result has its own checkpoint and prediction file.
| Model | AP | IoU | Open |
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zShared checkpoint PTr zThree prediction arrays NPZz Metrics CSVzAll prediction maps PNGr heldoutholdout__checkpoint.pt)r r^ c 3 t K | ]/ \ }}d | d|d dd|d ddt | dz d d 1 y
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Held-out runsz"Cross-run AP, IoU and checkpoints.zGraph and node searchzgraph_search/index.htmlz83k, 5k, 6k, 12k; Mesh GNN, residual GNN and MLP control.zOptimized experimentz optimized_experiment/index.htmlz,All 12k individual, joint and held-out fits.zAll-model comparisonz;Risk GNN versus CNN, FNO, point, voxel and residual models.r c 3 T K | ] \ }}}d | d| dt |d d ! ywr! rG z Open resultsr" Nr )rZ rJ r; descriptionr* s r r] z!build_together. The individual ME1a AP 0.629 result is in 2ME1a_DT/models/residual_gnn_12000/14h06/index.htmlzIndependent ME1a resultsz. r[ zDIndividual ME1a residual GNN: prediction PNG, checkpoint and metricsz5 zexperiments/index.htmlz2AC28, ME1a and together results inside experimentszr The source folders remain in place for compatibility. z Previous combined visual reportr z!models/cad_predictions/index.htmlzOriginal AC28 model galleryz)results/models/cad_predictions/index.htmlzOriginal ME1a model galleryr zAll AC28 and ME1a resultsznOpen independent part results or the experiments that use both parts. Every result page also has a PNG export.zINDEX.mda # Organized results
- [Open all results](index.html) or [PNG of the index](page.png).
- [AC28 independent results](independent/AC28/index.html): preprocessing, all ten original models, Risk GNN, individual residual GNN, and diffusion.
- [ME1a independent results](independent/ME1a_DT/index.html): preprocessing, all ten original models, Risk GNN, individual residual GNN, and diffusion.
- [ME1a individual residual GNN AP 0.629](independent/ME1a_DT/models/residual_gnn_12000/14h06/index.html): `prediction.png`, `probability.npz`, `checkpoint.pt`, and `report.json`.
- [Together results](together/index.html): joint GNN checkpoint, per-run predictions, held-out tests, graph-size search, and all-model ranking.
- [Experiment folders](../experiments/index.html): mirrored individual and together models, with reports and PNGs.
The original output paths remain available. All AP and IoU values are diagnostics on provisional weak labels, not validated production accuracy.
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Experiment folders
Existing original outputs