Pith Number

pith:E43VPQLL

pith:2024:E43VPQLL6FFE6IDIIZJVRHO2VV

not attested not anchored not stored refs pending

Evaluating and Advancing Multimodal Large Language Models in Perception Ability Lens

Bohan Zhuang, Chenhui Gou, Feng Chen, Jing Liu, Jiyuan Zhang, Qi Wu, Yang Yang, Zhaoyang Li, Zhenbang Sun

arxiv:2411.14725 v2 · 2024-11-22 · cs.CV · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E43VPQLL6FFE6IDIIZJVRHO2VV}

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	2026-07-05T11:14:50.942217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

273757c16bf14a4f20684653589ddaad5a7c69f6e63ae76e4c762d975fd34280

Aliases

arxiv: 2411.14725 · arxiv_version: 2411.14725v2 · doi: 10.48550/arxiv.2411.14725 · pith_short_12: E43VPQLL6FFE · pith_short_16: E43VPQLL6FFE6IDI · pith_short_8: E43VPQLL

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/E43VPQLL6FFE6IDIIZJVRHO2VV \
  | 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: 273757c16bf14a4f20684653589ddaad5a7c69f6e63ae76e4c762d975fd34280

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "296bbdbc13db5f0ff0d280552e6f024c5065186de24adf084ea6626889b54adb",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-22T04:41:20Z",
    "title_canon_sha256": "16f328a284ae778bbcb982c368c0d4d8660a04e116f420b5eb3bb8a755c38308"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14725",
    "kind": "arxiv",
    "version": 2
  }
}