Pith Number

pith:SBSWGEUI

pith:2025:SBSWGEUIZQAJXHPV4ODZBRJ2G6

not attested not anchored not stored refs pending

Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning?

Ahmed Masry, Amran Bhuiyan, Enamul Hoque, Jimmy Huang, Md Tahmid Rahman Laskar, Mir Tafseer Nayeem, Mizanur Rahman, Mohammed Saidul Islam, Ridwan Mahbub, Shafiq Joty

arxiv:2505.08468 v2 · 2025-05-13 · 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{SBSWGEUIZQAJXHPV4ODZBRJ2G6}

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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

Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge

Receipt and verification

First computed	2026-07-05T11:33:05.066732Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9065631288cc009b9df5e38790c53a378f107e67b30529357b8272428b12e445

Aliases

arxiv: 2505.08468 · arxiv_version: 2505.08468v2 · doi: 10.48550/arxiv.2505.08468 · pith_short_12: SBSWGEUIZQAJ · pith_short_16: SBSWGEUIZQAJXHPV · pith_short_8: SBSWGEUI

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/SBSWGEUIZQAJXHPV4ODZBRJ2G6 \
  | 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: 9065631288cc009b9df5e38790c53a378f107e67b30529357b8272428b12e445

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6c8654f2c4ba34c87d64132c55bd1e78ed5afb3472aca25675a7e9018cb599d",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-13T11:50:08Z",
    "title_canon_sha256": "a0e02d506d6b48cd78592f55f6bee964e9e3e4689fb44ff91578748f5c4c7dca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08468",
    "kind": "arxiv",
    "version": 2
  }
}