Pith Number

pith:Q2YGX2JK

pith:2025:Q2YGX2JKMJFWGASYVIDGPD3WF7

not attested not anchored not stored refs pending

Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval

Dacheng Tao, Hanzhe You, Jiaxing Huang, Li Shen, Rong-Cheng Tu, Wenhao Sun, Yingjie Wang

arxiv:2505.19952 v1 · 2025-05-26 · cs.CV · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q2YGX2JKMJFWGASYVIDGPD3WF7}

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

3 papers in Pith

Thinking Before Retrieving: Robust Zero-Shot Composed Image Retrieval via Strategic Planning and Self-Criticism

DeliCIR: Memory-Guided Test-Time Deliberation via Multi-Agent Collaboration for Composed Image Retrieval

Receipt and verification

First computed	2026-07-05T11:09:50.430469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86b06be92a624b630258aa06678f762fecdcbf2ddca7dc91f067cfc0fb5bf6b4

Aliases

arxiv: 2505.19952 · arxiv_version: 2505.19952v1 · doi: 10.48550/arxiv.2505.19952 · pith_short_12: Q2YGX2JKMJFW · pith_short_16: Q2YGX2JKMJFWGASY · pith_short_8: Q2YGX2JK

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/Q2YGX2JKMJFWGASYVIDGPD3WF7 \
  | 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: 86b06be92a624b630258aa06678f762fecdcbf2ddca7dc91f067cfc0fb5bf6b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8c4600742481eca2aa8f666773b0ff79e5f3ae367b3a04f4bf3b0cbdec14214",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-26T13:17:50Z",
    "title_canon_sha256": "80f48bb6dd6d014bb282940e23b7c2e33572eec40f1987044b53738afbb7b01b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19952",
    "kind": "arxiv",
    "version": 1
  }
}