Pith Number

pith:GQ4LX5SK

pith:2024:GQ4LX5SKKYOQHF2BFT62VYUCCP

not attested not anchored not stored refs pending

An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models

Fatemeh Shiri, Gholamreza Haffari, Mona Golestan Far, Xiao-Yu Guo, Xin Yu, Yuan-Fang Li

arxiv:2411.06048 v1 · 2024-11-09 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{GQ4LX5SKKYOQHF2BFT62VYUCCP}

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Record completeness

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2 Internet Archive

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

5 papers in Pith

SATURN: Symbolic Spatial Reasoning for Multi-Perspective Grounding

Causal Scaffolding for Physical Reasoning: A Benchmark for Causally-Informed Physical World Understanding in VLMs

DRIVESPATIAL: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving

Lost in Space? Vision-Language Models Struggle with Relative Camera Pose Estimation

Receipt and verification

First computed	2026-07-05T09:33:15.640310Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3438bbf64a561d0397412cfdaae28213ddbf7f6938914476e6ae2f15708869cc

Aliases

arxiv: 2411.06048 · arxiv_version: 2411.06048v1 · doi: 10.48550/arxiv.2411.06048 · pith_short_12: GQ4LX5SKKYOQ · pith_short_16: GQ4LX5SKKYOQHF2B · pith_short_8: GQ4LX5SK

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/GQ4LX5SKKYOQHF2BFT62VYUCCP \
  | 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: 3438bbf64a561d0397412cfdaae28213ddbf7f6938914476e6ae2f15708869cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63e0ef1e3b19c2e8b3b026322c9033597d656981da003f8de2263e747bcd3eb0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-09T03:07:33Z",
    "title_canon_sha256": "b52b76a0f177b9f6411afbc2fb608ba55ee9cb5fec1efd0c36e70c4926867fe5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.06048",
    "kind": "arxiv",
    "version": 1
  }
}