Pith Number

pith:ODBVZKQF

pith:2024:ODBVZKQFQ3WO3JIDZ2AXZZAAWR

not attested not anchored not stored refs pending

MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines

Chaoyou Fu, Chunyuan Li, Dongzhi Jiang, Guanglu Song, Hongsheng Li, Jiayi Lei, Pan Lu, Peng Gao, Pengshuo Qiu, Renrui Zhang, Yanmin Wu, Yu Liu, Zehui Chen, Ziyu Guo

arxiv:2409.12959 v2 · 2024-09-19 · cs.CV · cs.AI · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ODBVZKQFQ3WO3JIDZ2AXZZAAWR}

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

30 papers in Pith

Ground Then Rank: Revisiting Knowledge-Based VQA with Training-Free Entity Identification

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning

Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

TAPO: Tool-Aware Policy Optimization via Credit Transfer for Multimodal Search Agents

Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents

Receipt and verification

First computed	2026-07-05T09:41:02.235846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70c35caa0586eceda503ce817ce400b463d46aee04dca1e2946ec6a722ad7706

Aliases

arxiv: 2409.12959 · arxiv_version: 2409.12959v2 · doi: 10.48550/arxiv.2409.12959 · pith_short_12: ODBVZKQFQ3WO · pith_short_16: ODBVZKQFQ3WO3JID · pith_short_8: ODBVZKQF

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/ODBVZKQFQ3WO3JIDZ2AXZZAAWR \
  | 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: 70c35caa0586eceda503ce817ce400b463d46aee04dca1e2946ec6a722ad7706

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34b483a336e4f1e19de474cc58364431723c1e859c143d0525399b9d384bc44d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-19T17:59:45Z",
    "title_canon_sha256": "38920445cb82a8bb3759bf929a2381cc67ae16d466d59fbc081acbe64feb8ec6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12959",
    "kind": "arxiv",
    "version": 2
  }
}