Pith Number

pith:EE245KRE

pith:2025:EE245KREQDRK7CRKOA6F63EY5X

not attested not anchored not stored refs pending

Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives

Marcella Cornia, Rita Cucchiara, Sara Sarto

arxiv:2503.14604 v2 · 2025-03-18 · cs.CV · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EE245KREQDRK7CRKOA6F63EY5X}

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

4 papers in Pith

TCAP: Tri-Component Attention Profiling for Unsupervised Backdoor Detection in MLLM Fine-Tuning

FPBench: A Comprehensive Benchmark of Multimodal Large Language Models for Fingerprint Analysis

ITIScore: An Image-to-Text-to-Image Rating Framework for the Image Captioning Ability of MLLMs

Spotlight and Shadow: Attention-Guided Dual-Anchor Introspective Decoding for MLLM Hallucination Mitigation

Receipt and verification

First computed	2026-07-05T11:12:29.535037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2135ceaa2480e2af8a2a703c5f6c98edc7ee6c63758a0d69326ecf2d6dbb7326

Aliases

arxiv: 2503.14604 · arxiv_version: 2503.14604v2 · doi: 10.48550/arxiv.2503.14604 · pith_short_12: EE245KREQDRK · pith_short_16: EE245KREQDRK7CRK · pith_short_8: EE245KRE

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/EE245KREQDRK7CRKOA6F63EY5X \
  | 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: 2135ceaa2480e2af8a2a703c5f6c98edc7ee6c63758a0d69326ecf2d6dbb7326

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef93352fbf72f3d478a20f0238e9ecb18997500f39475a23999a565e57edf9ff",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-18T18:03:56Z",
    "title_canon_sha256": "f726deb9f8f7010eeea8883631ab05cad4e9143d91d0d681e4b89fe6249dfc6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14604",
    "kind": "arxiv",
    "version": 2
  }
}