Pith Number

pith:XQQAGQOE

pith:2025:XQQAGQOERYBLD6JHVXRBM2NC2L

not attested not anchored not stored refs pending

Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models

Ilias Stogiannidis, Sotirios A. Tsaftaris, Steven McDonagh

arxiv:2503.19707 v1 · 2025-03-25 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{XQQAGQOERYBLD6JHVXRBM2NC2L}

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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

21 papers in Pith

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The Art of Interrogation: Consistency Amplifies Factuality in Spatial Reasoning

Readable Yet Unpredictable: Rotated-Outcome Prediction in Vision-Language Models

AeroVerse-SatAgent: UAV-Satellite Collaborative Spatial Reasoning Inspired by the Dual Visual Pathway Theory of Cognitive Neuroscience

Do Vision-Language Models Understand 3D Scenes or Just Catalogue Objects?

Receipt and verification

First computed	2026-07-05T10:39:00.118977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc200341c48e02b1f927ade21669a2d2c48908438f29af271f91c239c438fd33

Aliases

arxiv: 2503.19707 · arxiv_version: 2503.19707v1 · doi: 10.48550/arxiv.2503.19707 · pith_short_12: XQQAGQOERYBL · pith_short_16: XQQAGQOERYBLD6JH · pith_short_8: XQQAGQOE

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/XQQAGQOERYBLD6JHVXRBM2NC2L \
  | 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: bc200341c48e02b1f927ade21669a2d2c48908438f29af271f91c239c438fd33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0fd3437689c0deb822cf7e32519857ec77d100d8e1a75f154952b933c1067f4",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-25T14:34:06Z",
    "title_canon_sha256": "7527ad2302863734d44440fbc596b6474def68e870cd0e887ee62bc70903995f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.19707",
    "kind": "arxiv",
    "version": 1
  }
}