Pith Number

pith:Z2APUZQM

pith:2024:Z2APUZQMF2AI3CCG7K2OTZFAMN

not attested not anchored not stored refs pending

VHELM: A Holistic Evaluation of Vision Language Models

Chi Heem Wong, Cihang Xie, Haoqin Tu, Huaxiu Yao, Josselin Somerville Roberts, Michihiro Yasunaga, Percy Liang, Tony Lee, Wenhao Zheng, Yifan Mai, Yiyang Zhou

arxiv:2410.07112 v2 · 2024-10-09 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z2APUZQMF2AI3CCG7K2OTZFAMN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

2 papers in Pith

Do Vision-Language Models See or Guess? Measuring and Reducing Textual-Prior Reliance with a Phrasing-Controlled Benchmark

Compliance-Scored Best-of-N Guardrail Orchestration for Multimodal Document Generation in Payments Dispute Defense

Receipt and verification

First computed	2026-07-05T09:25:02.068289Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce80fa660c2e808d8846fab4e9e4a0634210233efc280ffa31063e8e59bd27aa

Aliases

arxiv: 2410.07112 · arxiv_version: 2410.07112v2 · doi: 10.48550/arxiv.2410.07112 · pith_short_12: Z2APUZQMF2AI · pith_short_16: Z2APUZQMF2AI3CCG · pith_short_8: Z2APUZQM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/Z2APUZQMF2AI3CCG7K2OTZFAMN \
  | 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: ce80fa660c2e808d8846fab4e9e4a0634210233efc280ffa31063e8e59bd27aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61d59d5d17fbc408eb02e7524c9546e63d36a22381cc6bc1539f831241bae00f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-09T17:46:34Z",
    "title_canon_sha256": "c963088758f9bcceebddc62c8112c0bf049a8ef86f259a20bd450b25c760b7ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07112",
    "kind": "arxiv",
    "version": 2
  }
}