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Pith Number

pith:FU7EEXD2

pith:2025:FU7EEXD2TWPFMEUGBNZOGWMGG3
not attested not anchored not stored refs pending

UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation

Jiayi Ye, Li Yuan, Munan Ning, Qihui Zhang, Shuo Yang, Xiao Chen, Yanbo Wang, Yibing Song, Yue Huang, Zheyuan Liu

arxiv:2503.14941 v1 · 2025-03-19 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FU7EEXD2TWPFMEUGBNZOGWMGG3}

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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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T10:34:27.999765Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2d3e425c7a9d9e5612860b72e3598636d6ce03b9dc964bfea8ca4ee3bfb93551

Aliases

arxiv: 2503.14941 · arxiv_version: 2503.14941v1 · doi: 10.48550/arxiv.2503.14941 · pith_short_12: FU7EEXD2TWPF · pith_short_16: FU7EEXD2TWPFMEUG · pith_short_8: FU7EEXD2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FU7EEXD2TWPFMEUGBNZOGWMGG3 \
  | 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: 2d3e425c7a9d9e5612860b72e3598636d6ce03b9dc964bfea8ca4ee3bfb93551
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2f26806e716590be976d27df65ed1e974728293bcfdedccd5cc64873ed87b698",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-19T07:15:41Z",
    "title_canon_sha256": "192c39202567e46ec8cbfc666b1fa54f954acb43a8ffdc5051918f14aead3a90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14941",
    "kind": "arxiv",
    "version": 1
  }
}