Pith Number

pith:WIFEHNJ2

pith:2025:WIFEHNJ2RCB34D3DQUZSPVBU2J

not attested not anchored not stored refs pending

Q-Ponder: A Unified Training Pipeline for Reasoning-based Visual Quality Assessment

Bo Li, Bowen Tang, Jian Zhang, Jinwen Chen, Lujian Yao, Peng-Tao Jiang, Qiyuan Wang, Wenxiang Chen, Xinbin Yuan, Zhuoxuan Cai

arxiv:2506.05384 v2 · 2025-06-03 · cs.CV · cs.AI · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WIFEHNJ2RCB34D3DQUZSPVBU2J}

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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

4 papers in Pith

MR-IQA: A Unified Margin View of Regression and Ranking for Blind Image Quality Assessment

Q-Probe: Scaling Image Quality Assessment to High Resolution via Context-Aware Agentic Probing

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing

Receipt and verification

First computed	2026-07-05T11:20:38.441386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b20a43b53a8883be0f63853327d434d277e1175e5acc1f177b455a72c54bebb7

Aliases

arxiv: 2506.05384 · arxiv_version: 2506.05384v2 · doi: 10.48550/arxiv.2506.05384 · pith_short_12: WIFEHNJ2RCB3 · pith_short_16: WIFEHNJ2RCB34D3D · pith_short_8: WIFEHNJ2

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/WIFEHNJ2RCB34D3DQUZSPVBU2J \
  | 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: b20a43b53a8883be0f63853327d434d277e1175e5acc1f177b455a72c54bebb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d22433269997e7625560d54cedda729c227ef0652f86d8e331607ee1a3fadd2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-03T10:11:51Z",
    "title_canon_sha256": "5c3e45df5317f0ed1b3fc8be695fb1270b60093b8fa3661ed0b699018ae97073"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05384",
    "kind": "arxiv",
    "version": 2
  }
}