L2
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node2vec: Scalable Feature Learning for Networks — link-prediction AUC
Automated re-run of the headline result of 'node2vec: Scalable Feature Learning for Networks — link-prediction AUC' (arXiv:1607.00653) from its own repository. Pre-registered claim: link_prediction_auc = 0.97 (±10%). Hub verdict: DIVERGED.
Claims
· unverified
c1
performance
The paper's own code (https://github.com/eliorc/node2vec) reproduces link_prediction_auc = 0.97 for 'node2vec: Scalable Feature Learning for Networks — link-prediction AUC'.
system node2vec-linkpred-auc
metric link_prediction_auc
value 0.97
unit link_prediction_auc
higher_is_better True
hardware cpu-box
Artifacts 2 files · code, data, logs — integrity-checked
| role | location | size | integrity |
|---|---|---|---|
| code | https://github.com/eliorc/node2vec | — | unchecked |
| paper | https://arxiv.org/pdf/1607.00653 | — | unchecked |
Verification runs 2 run(s) · mode script · 1 machine-checked assertions
failed · runner hub-local · level→L2 · 2026-07-02T07:47:21Z
runner log →
failed · runner hub:repro-study · level→L2 · 2026-07-02T07:47:21Z
runner log →
| claim | check | expected | actual | |
|---|---|---|---|---|
| c1 | link_prediction_auc approx | 0.97 | 0.7599 | ❌ |