Pith Number

pith:UL4PFD76

pith:2025:UL4PFD76L7PEP7IG56WLOUM6KG

not attested not anchored not stored refs pending

STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs

Deli Zhao, Mingze Li, Songyou Li, Tingyang Xu, Wenbing Huang, Yu Rong, Ziqi Zhang, Zongyang Ma, Zongzhao Li

arxiv:2505.15804 v3 · 2025-05-21 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UL4PFD76L7PEP7IG56WLOUM6KG}

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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

11 papers in Pith

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

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

VIDEOP2R: Video Understanding from Perception to Reasoning

OneThinker: All-in-one Reasoning Model for Image and Video

CamReasoner: Reinforcing Camera Movement Understanding via Structured Spatial Reasoning

Receipt and verification

First computed	2026-07-05T11:34:51.423970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2f8f28ffe5fde47fd06efacb7519e518710f752b0f73d41307c48e362715825

Aliases

arxiv: 2505.15804 · arxiv_version: 2505.15804v3 · doi: 10.48550/arxiv.2505.15804 · pith_short_12: UL4PFD76L7PE · pith_short_16: UL4PFD76L7PEP7IG · pith_short_8: UL4PFD76

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/UL4PFD76L7PEP7IG56WLOUM6KG \
  | 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: a2f8f28ffe5fde47fd06efacb7519e518710f752b0f73d41307c48e362715825

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0dc9186b445367ad0caa5270f5b73d07b2ad735dba98b9bb858c24df3952001c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-21T17:57:38Z",
    "title_canon_sha256": "8280ea738705021f0fc4c0344508cc8d6a496045575b2ffd2196bec4efbd5347"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15804",
    "kind": "arxiv",
    "version": 3
  }
}