Pith Number

pith:FMLSEVMD

pith:2025:FMLSEVMDPYI6A3EHDOT6UBI3NN

not attested not anchored not stored refs pending

EAGLE: Enhanced Visual Grounding Minimizes Hallucinations in Instructional Multimodal Models

Alvaro Soto, Andr\'es Villa, Bernard Ghanem, Juan Le\'on Alc\'azar, Motasem Alfarra, Vladimir Araujo

arxiv:2501.02699 v1 · 2025-01-06 · cs.CV · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FMLSEVMDPYI6A3EHDOT6UBI3NN}

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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

Hallucination of Multimodal Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T09:57:10.819482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b172255837e11e06c871ba7ea051b6b6fce211ac4da6f2a9e29c86b465e879c

Aliases

arxiv: 2501.02699 · arxiv_version: 2501.02699v1 · doi: 10.48550/arxiv.2501.02699 · pith_short_12: FMLSEVMDPYI6 · pith_short_16: FMLSEVMDPYI6A3EH · pith_short_8: FMLSEVMD

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/FMLSEVMDPYI6A3EHDOT6UBI3NN \
  | 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: 2b172255837e11e06c871ba7ea051b6b6fce211ac4da6f2a9e29c86b465e879c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "642625e49fddbcd12215adb19017379665b59a59438b043e79f2a641025f2dad",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-06T00:39:31Z",
    "title_canon_sha256": "dc7b441043b00626906f930b5b8b0a6797578182b9bf4021d38817f449069a07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02699",
    "kind": "arxiv",
    "version": 1
  }
}