Pith Number

pith:QX5VEDMD

pith:2024:QX5VEDMDUQZ6HS3EMYG7GIY27A

not attested not anchored not stored refs pending

Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning

Guanglu Song, Han Xiao, Hao Shao, Hongsheng Li, Letian Wang, Shengju Qian, Yu Liu, Zhuofan Zong

arxiv:2403.16999 v3 · 2024-03-25 · cs.CV

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\usepackage{pith}
\pithnumber{QX5VEDMDUQZ6HS3EMYG7GIY27A}

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Record completeness

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3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

11 papers in Pith

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning

ESC: Emotional Self-Correction for Reliable Vision-Language Models

Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning

ProSR: Process-Shaped Spatial Reasoning for Reliable Chain-of-Thought in VLMs

Self-Prophetic Decoding to Unlock Visual Search in LVLMs

Receipt and verification

First computed	2026-07-05T09:30:11.612589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85fb520d83a433e3cb64660df3231af81557db2de3e0920dc03b874a3ee17444

Aliases

arxiv: 2403.16999 · arxiv_version: 2403.16999v3 · doi: 10.48550/arxiv.2403.16999 · pith_short_12: QX5VEDMDUQZ6 · pith_short_16: QX5VEDMDUQZ6HS3E · pith_short_8: QX5VEDMD

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/QX5VEDMDUQZ6HS3EMYG7GIY27A \
  | 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: 85fb520d83a433e3cb64660df3231af81557db2de3e0920dc03b874a3ee17444

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dde7084216d0c19acf3c7253c64ca0ef97b6bf16211ee578d8ee8fc8c1eb7acc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-25T17:59:23Z",
    "title_canon_sha256": "0cd95bea3494f033bd819b73ff15c74b45817e14ebdd65aab7bef8f59fb810d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16999",
    "kind": "arxiv",
    "version": 3
  }
}