Pith Number

pith:HWYET6G2

pith:2025:HWYET6G2CH2VCNS6VX3TQE7MDD

not attested not anchored not stored refs pending

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models

Asadullah Tariq, Brady Lund, Efstathios Polyzos, Kadhim Hayawi, Khizar Anjum, Laiba Batool, Mohamed Adel Serhani, Muhammad Arbab Arshad, Muhammad Zeeshan Akram, Nishith Reddy Mannuru, Ravi Varma Kumar Bevara, Sakib Shahriar, Taslim Mahbub

arxiv:2506.12958 v2 · 2025-06-15 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HWYET6G2CH2VCNS6VX3TQE7MDD}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

2 papers in Pith

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Receipt and verification

First computed	2026-07-05T11:24:53.653134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3db049f8da11f551365eadf73813ec18d08aa7bf441509ab9460b21404d9917f

Aliases

arxiv: 2506.12958 · arxiv_version: 2506.12958v2 · doi: 10.48550/arxiv.2506.12958 · pith_short_12: HWYET6G2CH2V · pith_short_16: HWYET6G2CH2VCNS6 · pith_short_8: HWYET6G2

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/HWYET6G2CH2VCNS6VX3TQE7MDD \
  | 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: 3db049f8da11f551365eadf73813ec18d08aa7bf441509ab9460b21404d9917f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf2659ccc46be02b3f8f6a7ed786382ad7ec9f6169a9c75ad44ad9640c7b25ce",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-15T20:42:45Z",
    "title_canon_sha256": "9513ea7b6c4a64114727ad16743dc66a69cb6938edfa84d27ed568e4a6b08831"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12958",
    "kind": "arxiv",
    "version": 2
  }
}