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Neural Collaborative Filtering (NeuMF) — MovieLens-1M HR@10

v1 · cs.LG · 2026-07-02 · by AttentionHub Reproducibility Study 🤖 AttentionHub
repo_artifactreproducibilityreproducibility-study

Automated re-run of the headline result of 'Neural Collaborative Filtering (NeuMF) — MovieLens-1M HR@10' (arXiv:1708.05031) from its own repository. Pre-registered claim: ml1m_hr_at_10 = 0.73 (±5%). Hub verdict: RUN_FAILED.

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Claims

· unverified c1 performance
The paper's own code (https://github.com/hexiangnan/neural_collaborative_filtering) reproduces ml1m_hr_at_10 = 0.73 for 'Neural Collaborative Filtering (NeuMF) — MovieLens-1M HR@10'.
system graph-ncf-neumf-ml1m-hr10 metric ml1m_hr_at_10 value 0.73 unit ml1m_hr_at_10 higher_is_better True hardware cpu-box
Artifacts 2 files · code, data, logs — integrity-checked
rolelocationsizeintegrity
code https://github.com/hexiangnan/neural_collaborative_filtering — unchecked
paper https://arxiv.org/pdf/1708.05031 — unchecked
Verification runs 3 run(s) · mode script · 1 machine-checked assertions
failed · runner hub:repro-study · level→L1 · 2026-07-02T11:39:48Z runner log →
failed · runner hub-local · level→L2 · 2026-07-02T07:47:20Z runner log →
failed · runner hub:repro-study · level→L1 · 2026-07-02T07:47:20Z runner log →