Pith Number

pith:MEG7LJEH

pith:2025:MEG7LJEHXTQIK2ISENVLNE3VDG

not attested not anchored not stored refs pending

AgroBench: Vision-Language Model Benchmark in Agriculture

Hirokatsu Kataoka, Masaki Onishi, Nakamasa Inoue, Risa Shinoda, Yoshitaka Ushiku

arxiv:2507.20519 v1 · 2025-07-28 · cs.CV

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\usepackage{pith}
\pithnumber{MEG7LJEHXTQIK2ISENVLNE3VDG}

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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

4 papers in Pith

Sci-Rho: A Multilingual Visually-Grounded Symbolic Benchmark for STEM Problems

AgroVG: A Large-Scale Multi-Source Benchmark for Agricultural Visual Grounding

Are vision-language models ready to zero-shot replace supervised classification models in agriculture?

CropVLM: A Domain-Adapted Vision-Language Model for Open-Set Crop Analysis

Receipt and verification

First computed	2026-07-05T11:44:20.870276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

610df5a487bce0856912236ab69375199919e6f2bd2a7ff53316839be0e3a20a

Aliases

arxiv: 2507.20519 · arxiv_version: 2507.20519v1 · doi: 10.48550/arxiv.2507.20519 · pith_short_12: MEG7LJEHXTQI · pith_short_16: MEG7LJEHXTQIK2IS · pith_short_8: MEG7LJEH

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/MEG7LJEHXTQIK2ISENVLNE3VDG \
  | 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: 610df5a487bce0856912236ab69375199919e6f2bd2a7ff53316839be0e3a20a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "798472c6b5c2e0013865a6d1d6a3704a7c5d955db70566aa898695955bc81875",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-28T04:58:29Z",
    "title_canon_sha256": "aa858e95e9bce6a475d32e1c2e4288c115d26dd418f012bd100558a3e1430dfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.20519",
    "kind": "arxiv",
    "version": 1
  }
}