Pith Number

pith:3UNT65XA

pith:2025:3UNT65XALHIDRHRC3CVJNQMAW5

not attested not anchored not stored refs pending

Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?

Danda Pani Paudel, Kailun Yang, Luc Van Gool, Xuming Hu, Xu Zheng, Yuanhuiyi Lyu, Zihao Dongfang, Ziqiao Weng

arxiv:2505.11907 v1 · 2025-05-17 · cs.CV

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\usepackage{pith}
\pithnumber{3UNT65XALHIDRHRC3CVJNQMAW5}

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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

EAGOR: Embodied Reasoning in Omni-direction

Seek to Segment: Active Perception for Panoramic Referring Segmentation

Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching

OmniCoT: A Benchmark for Global and Multi-Step Panoramic Reasoning

Panoramic Scene Understanding: A Survey from Distortion-Aware Engineering to Sphere-Native Modeling

Receipt and verification

First computed	2026-07-05T11:04:54.474080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd1b3f76e059d0389e22d8aa96c180b75b297fffacdf9ca48e8764b3d6c11c51

Aliases

arxiv: 2505.11907 · arxiv_version: 2505.11907v1 · doi: 10.48550/arxiv.2505.11907 · pith_short_12: 3UNT65XALHID · pith_short_16: 3UNT65XALHIDRHRC · pith_short_8: 3UNT65XA

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/3UNT65XALHIDRHRC3CVJNQMAW5 \
  | 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: dd1b3f76e059d0389e22d8aa96c180b75b297fffacdf9ca48e8764b3d6c11c51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8917fae69274740b2279b338799177142d687df3847b2379873ef7a7e50abe86",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-17T08:48:40Z",
    "title_canon_sha256": "cbbb5e908d4e95ec991b72e58c3b800f4d5d02bc1ca03d84485a2b4b7079d271"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11907",
    "kind": "arxiv",
    "version": 1
  }
}