Pith Number

pith:SNBHDPWV

pith:2025:SNBHDPWVP4QWOYYSUKU4QMJQDH

not attested not anchored not stored refs pending

Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models

Baotian Hu, Baoxing Huai, Borui Jiang, Haoyuan Shi, Jifang Wang, Lanqing Hong, Longyue Wang, Min Zhang, Shenyuan Jiang, Shouzheng Huang, Weihua Luo, Wenhan Luo, Xinping Zhao, Xintong Wang, Xinyu Chen, Xuanyu Zhang, Yunxin Li, Zheng Zhang, Zhenran Xu, Zhenyu Liu, Zhuotao Tian, Zitao Li

arxiv:2505.04921 v2 · 2025-05-08 · cs.CV · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SNBHDPWVP4QWOYYSUKU4QMJQDH}

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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

14 papers in Pith

Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning

Watch, Remember, Reason: Human-View Video Understanding with MLLMs

AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs

PEDESTRIANQA: A Benchmark for Vision-Language Models on Pedestrian Intention and Trajectory Prediction

Receipt and verification

First computed	2026-07-05T11:32:29.016718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

934271bed57f21676312a2a9c8313019c541394922d5066a0afd525e4c3f41d8

Aliases

arxiv: 2505.04921 · arxiv_version: 2505.04921v2 · doi: 10.48550/arxiv.2505.04921 · pith_short_12: SNBHDPWVP4QW · pith_short_16: SNBHDPWVP4QWOYYS · pith_short_8: SNBHDPWV

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/SNBHDPWVP4QWOYYSUKU4QMJQDH \
  | 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: 934271bed57f21676312a2a9c8313019c541394922d5066a0afd525e4c3f41d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f72515fbb85dff561661d7ab6db71121390a15fd28ff7fe2c66c9a572c84a31",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-08T03:35:23Z",
    "title_canon_sha256": "3c1ca2d83d1de87da3dae53de846821cbab6054cbd0061df120c49e1c40a2d09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04921",
    "kind": "arxiv",
    "version": 2
  }
}