Pith Number

pith:67C6XAD5

pith:2025:67C6XAD5RCZPJ4KMWMOWIYOALY

not attested not anchored not stored refs pending

MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM

Chunlei Peng, Decheng Liu, Jingyi Zhang, Tao Chen

arxiv:2507.12232 v1 · 2025-07-16 · cs.CV

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\usepackage{pith}
\pithnumber{67C6XAD5RCZPJ4KMWMOWIYOALY}

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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

Employing Vision-Language Models for Face Image Quality Assessment

Receipt and verification

First computed	2026-07-05T11:38:17.140974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7c5eb807d88b2f4f14cb31d6461c05e12736b32f1847dac5f70ac20336aed8a

Aliases

arxiv: 2507.12232 · arxiv_version: 2507.12232v1 · doi: 10.48550/arxiv.2507.12232 · pith_short_12: 67C6XAD5RCZP · pith_short_16: 67C6XAD5RCZPJ4KM · pith_short_8: 67C6XAD5

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/67C6XAD5RCZPJ4KMWMOWIYOALY \
  | 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: f7c5eb807d88b2f4f14cb31d6461c05e12736b32f1847dac5f70ac20336aed8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73eb4c62445804e91abbbdf1a23b3d95b276c351c2db108ea35708a2915328a2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-16T13:47:13Z",
    "title_canon_sha256": "52760da07cc4d9fdf398012ba6b5a138e9d07eaa89986887a9f930e4e767f8a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12232",
    "kind": "arxiv",
    "version": 1
  }
}