Pith Number

pith:GQ6HEDCY

pith:2024:GQ6HEDCYWFZ4DMU3NUA2BJRW35

not attested not anchored not stored refs pending

A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges

Fangteng Fu, Jiamin Su, Jianxiang He, Kun Wang, Qingsong Wen, Shen Wang, Xuming Hu, Xu Zheng, Yibo Yan, Yuanhuiyi Lyu

arxiv:2412.11936 v3 · 2024-12-16 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GQ6HEDCYWFZ4DMU3NUA2BJRW35}

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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

2 papers in Pith

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning

GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines

Receipt and verification

First computed	2026-07-05T11:05:37.421853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

343c720c58b173c1b29b6d01a0a636df531e356ab39f025b3318673b8586130e

Aliases

arxiv: 2412.11936 · arxiv_version: 2412.11936v3 · doi: 10.48550/arxiv.2412.11936 · pith_short_12: GQ6HEDCYWFZ4 · pith_short_16: GQ6HEDCYWFZ4DMU3 · pith_short_8: GQ6HEDCY

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/GQ6HEDCYWFZ4DMU3NUA2BJRW35 \
  | 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: 343c720c58b173c1b29b6d01a0a636df531e356ab39f025b3318673b8586130e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a78599fda28f44f0de5b69593d316dd3904ea5724e9d92c6b1ab482e97dcfc99",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-16T16:21:41Z",
    "title_canon_sha256": "1541fd0e4a8c7bee173327bc53ac98aa8c6c5cc7e11d419e453362362fceb479"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11936",
    "kind": "arxiv",
    "version": 3
  }
}