Pith Number

pith:4K3UZX5H

pith:2024:4K3UZX5HTFHU44CRDQWH3IC4A6

not attested not anchored not stored refs pending

A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment

Jie Liang, Kede Ma, Lei Zhang, Tianhe Wu, Yujiu Yang

arxiv:2403.10854 v3 · 2024-03-16 · 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{4K3UZX5HTFHU44CRDQWH3IC4A6}

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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

Parameter-Efficient Adaptation of mPLUG-Owl2 via Pixel-Level Visual Prompts for NR-IQA

Receipt and verification

First computed	2026-07-05T08:42:34.352575Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2b74cdfa7994f4e70511c2c7da05c07bcd1204be3d03a342e1cea76af922ecc

Aliases

arxiv: 2403.10854 · arxiv_version: 2403.10854v3 · doi: 10.48550/arxiv.2403.10854 · pith_short_12: 4K3UZX5HTFHU · pith_short_16: 4K3UZX5HTFHU44CR · pith_short_8: 4K3UZX5H

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/4K3UZX5HTFHU44CRDQWH3IC4A6 \
  | 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: e2b74cdfa7994f4e70511c2c7da05c07bcd1204be3d03a342e1cea76af922ecc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17de21cbe67f9b9f7d898bc341d987d2ea2e35867ec40bd59d60865f23022528",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-16T08:30:45Z",
    "title_canon_sha256": "dd84a4a59e9de094005fbe478cb843e7569606c5d64e4f33101cb9443dcc98e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.10854",
    "kind": "arxiv",
    "version": 3
  }
}