Pith Number

pith:V3SDGG3I

pith:2025:V3SDGG3IROB2VFJDHGRC6SSA6L

not attested not anchored not stored refs pending

LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models

Bowen Zhou, Bo Zhang, David Clifton, Guoyou Li, Jiajun Zhang, Jirui Huang, Luc Van Gool, Peng Xu, Ruilin Yao, Shengwu Xiong, Shichao Su, Shilan Zhang, Tianyu Zou, Wenxi Zeng, Xinwei Long, Yaxiong Chen, Yifang Zhang, Yifan Xu, Yufei Wu, Zhaoyu Yang, Zichan Li

arxiv:2505.15616 v2 · 2025-05-21 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V3SDGG3IROB2VFJDHGRC6SSA6L}

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.

Receipt and verification

First computed	2026-05-18T02:45:13.903024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aee4331b688b83aa952339a22f4a40f2c003aab69aee2b5058e1488c88d6d984

Aliases

arxiv: 2505.15616 · arxiv_version: 2505.15616v2 · doi: 10.48550/arxiv.2505.15616 · pith_short_12: V3SDGG3IROB2 · pith_short_16: V3SDGG3IROB2VFJD · pith_short_8: V3SDGG3I

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/V3SDGG3IROB2VFJDHGRC6SSA6L \
  | 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: aee4331b688b83aa952339a22f4a40f2c003aab69aee2b5058e1488c88d6d984

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52afcd89ec74b77d64c60679e41748abd98d46856e9eabb689927e693e886493",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-21T15:06:59Z",
    "title_canon_sha256": "224c7a8cc983291ae548fdc92d98aba4b63552a3ff5a56d54132ffcfbe9f5e9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15616",
    "kind": "arxiv",
    "version": 2
  }
}