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Pith Number

pith:G32AW4F6

pith:2024:G32AW4F67OJJOFY5J72Z47GJPH
not attested not anchored not stored refs pending

NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples

Baiqi Li, Daniel Jiang, Deva Ramanan, Graham Neubig, Jean de Dieu Nyandwi, Ranjay Krishna, Simran Khanuja, Wenxuan Peng, Zhiqiu Lin, Zixian Ma

arxiv:2410.14669 v4 · 2024-10-18 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{G32AW4F67OJJOFY5J72Z47GJPH}

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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.

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2 papers in Pith

Receipt and verification
First computed 2026-07-05T11:19:01.055669Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

36f40b70befb9297171d4ff59e7cc979ff5501be1f1973fb8f95477a84da4d57

Aliases

arxiv: 2410.14669 · arxiv_version: 2410.14669v4 · doi: 10.48550/arxiv.2410.14669 · pith_short_12: G32AW4F67OJJ · pith_short_16: G32AW4F67OJJOFY5 · pith_short_8: G32AW4F6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/G32AW4F67OJJOFY5J72Z47GJPH \
  | 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: 36f40b70befb9297171d4ff59e7cc979ff5501be1f1973fb8f95477a84da4d57
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a4ceb7219139cb11894a17a62603d70c2d2f9ab1d0b8c69dbacda000bf160228",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-18T17:58:21Z",
    "title_canon_sha256": "eb18c98fd3c6805060b3539a8e8876ee4655812188fed9206059e17263d3dbeb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14669",
    "kind": "arxiv",
    "version": 4
  }
}