Pith Number

pith:DTXPYG3F

pith:2025:DTXPYG3FZ7DJH2HEIXTAKUV5E5

not attested not anchored not stored refs pending

MAC: A Live Benchmark for Multimodal Large Language Models in Scientific Understanding

Dequan Wang, Jiahao Zhan, Jin Gao, Mohan Jiang

arxiv:2508.15802 v1 · 2025-08-14 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DTXPYG3FZ7DJH2HEIXTAKUV5E5}

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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

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T11:57:21.307177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ceefc1b65cfc693e8e445e60552bd2773e09959db25ece738e6c6648994327b

Aliases

arxiv: 2508.15802 · arxiv_version: 2508.15802v1 · doi: 10.48550/arxiv.2508.15802 · pith_short_12: DTXPYG3FZ7DJ · pith_short_16: DTXPYG3FZ7DJH2HE · pith_short_8: DTXPYG3F

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/DTXPYG3FZ7DJH2HEIXTAKUV5E5 \
  | 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: 1ceefc1b65cfc693e8e445e60552bd2773e09959db25ece738e6c6648994327b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32d8dd92d86fda4fcacdac3769c1a12a6b3d449bddad2da04c9872a4542025da",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-14T01:22:57Z",
    "title_canon_sha256": "ef977ae26d33a43543b6d9bfc276003a713777a03f4df16f4f6955b643b7d0b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.15802",
    "kind": "arxiv",
    "version": 1
  }
}