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Pith Number

pith:CI2ZWZYY

pith:2025:CI2ZWZYYODFE7KTP5PFKV74ZJY
not attested not anchored not stored refs pending

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Lin Yan, Mingzhe Du, Qian Liu, Xinyi He, Yiming Huang, Yin Zheng, Zejian Yuan, Zejun Ma, Zhijie Fan

arxiv:2507.12415 v2 · 2025-07-16 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CI2ZWZYYODFE7KTP5PFKV74ZJY}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

10 papers in Pith

Receipt and verification
First computed 2026-07-02T01:17:13.205206Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

12359b671870ca4faa6febcaaaff994e1fd5ad0e1d992e1f8fd4f91c0e8bb0d5

Aliases

arxiv: 2507.12415 · arxiv_version: 2507.12415v2 · doi: 10.48550/arxiv.2507.12415 · pith_short_12: CI2ZWZYYODFE · pith_short_16: CI2ZWZYYODFE7KTP · pith_short_8: CI2ZWZYY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CI2ZWZYYODFE7KTP5PFKV74ZJY \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 12359b671870ca4faa6febcaaaff994e1fd5ad0e1d992e1f8fd4f91c0e8bb0d5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b3b53e4693b5bcf76041a4edf4a4f53099f7fc70b05c04be476a0de3941bc28b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-16T17:05:17Z",
    "title_canon_sha256": "62f982fa34acf37aed8884ddbff8a6d4406cc1d5d3f760b7a0137398905016a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12415",
    "kind": "arxiv",
    "version": 2
  }
}