Pith Number

pith:JAYHGPVX

pith:2025:JAYHGPVXRAO3C5V2DYFBUNGCSK

not attested not anchored not stored refs pending

Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding

Caiming Xiong, Can Qin, Chien-Sheng Wu, Haoyi Qiu, Kung-Hsiang Huang, Philippe Laban, Shafiq Joty

arxiv:2502.11492 v3 · 2025-02-17 · cs.AI · cs.CL · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JAYHGPVXRAO3C5V2DYFBUNGCSK}

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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

1 paper in Pith

Watch Before You Answer: Learning from Visually Grounded Post-Training

Receipt and verification

First computed	2026-07-05T11:09:08.505448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4830733eb7881db176ba1e0a1a34c292a0aa0e4872cd808302d7e2bd9708cb34

Aliases

arxiv: 2502.11492 · arxiv_version: 2502.11492v3 · doi: 10.48550/arxiv.2502.11492 · pith_short_12: JAYHGPVXRAO3 · pith_short_16: JAYHGPVXRAO3C5V2 · pith_short_8: JAYHGPVX

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/JAYHGPVXRAO3C5V2DYFBUNGCSK \
  | 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: 4830733eb7881db176ba1e0a1a34c292a0aa0e4872cd808302d7e2bd9708cb34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a0d2202eaf38450efa9053fc29830832d411eec725629831c971be42ba65761",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-17T06:54:49Z",
    "title_canon_sha256": "76ba7081a4fe8a265de959299de502bfdea8bdc7f20269718a3df397b4812198"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11492",
    "kind": "arxiv",
    "version": 3
  }
}