Pith Number

pith:QTABQPJR

pith:2023:QTABQPJRYEUDH6B3G3BTTRGMMX

not attested not anchored not stored refs pending

GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection

Chengjie Wang, Haoyang He, Jiangning Zhang, Lei Xie, Xuhai Chen, Yabiao Wang, Yong Liu, Zhucun Xue

arxiv:2311.02612 v2 · 2023-11-05 · 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{QTABQPJRYEUDH6B3G3BTTRGMMX}

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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

2 papers in Pith

GRIDEX: Grid-Grounded Forensic Explanations for Deepfake Spectrogram Analysis

MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T08:08:18.968476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84c0183d31c12833f83b36c339c4cc65d2b4ffade85eb0157da02e56bb8ca43c

Aliases

arxiv: 2311.02612 · arxiv_version: 2311.02612v2 · doi: 10.48550/arxiv.2311.02612 · pith_short_12: QTABQPJRYEUD · pith_short_16: QTABQPJRYEUDH6B3 · pith_short_8: QTABQPJR

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/QTABQPJRYEUDH6B3G3BTTRGMMX \
  | 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: 84c0183d31c12833f83b36c339c4cc65d2b4ffade85eb0157da02e56bb8ca43c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c657bc9fbea05c1052819069ea24227031ea24cd0d987c127026d7bd8aec444",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-05T10:01:18Z",
    "title_canon_sha256": "c5be7e473e2084f33ede2ce61a9f296ba521e2b8197c40ca7b292bd173065b6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.02612",
    "kind": "arxiv",
    "version": 2
  }
}