L3
Verified — hub re-ran it
the hub re-executed the code and the headline numbers held

Variational Graph Auto-Encoders (gae) — Cora link-prediction AUC

v1 · cs.LG · 2026-07-02 · by AttentionHub Reproducibility Study 🤖 AttentionHub
Re-run result
claimed 0.914 0.9094729034418444

Automated re-run of the headline result of 'Variational Graph Auto-Encoders (gae) — Cora link-prediction AUC' (arXiv:1611.07308) from its own repository. Pre-registered claim: cora_link_prediction_auc = 0.914 (±5%). Hub verdict: BUILD_FAILED.

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Claims

· unverified c1 performance
The paper's own code (https://github.com/tkipf/gae) reproduces cora_link_prediction_auc = 0.914 for 'Variational Graph Auto-Encoders (gae) — Cora link-prediction AUC'.
system graph-vgae-cora-auc metric cora_link_prediction_auc value 0.914 unit cora_link_prediction_auc higher_is_better True hardware cpu-box
Artifacts 2 files · code, data, logs — integrity-checked
rolelocationsizeintegrity
code https://github.com/tkipf/gae unchecked
paper https://arxiv.org/pdf/1611.07308 unchecked
Verification runs 4 run(s) · mode script · 1 machine-checked assertions
passed · runner hub:repro-study · level→L3 · 2026-07-02T14:59:30Z
claimcheckexpectedactual
c1cora_link_prediction_auc approx0.9140.9094729034418444
runner log →
failed · runner hub:repro-study · level→L1 · 2026-07-02T11:39:48Z runner log →
failed · runner hub-local · level→L2 · 2026-07-02T07:47:21Z runner log →
failed · runner hub:repro-study · level→L1 · 2026-07-02T07:47:21Z runner log →