Pith Number

pith:KTAFXDMD

pith:2025:KTAFXDMDCN25SPHG2KDSYGYSI3

not attested not anchored not stored refs pending

LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning

Davide Caffagni, Federico Cocchi, Lorenzo Baraldi, Marcella Cornia, Nicholas Moratelli, Rita Cucchiara, Sara Sarto

arxiv:2503.15621 v2 · 2025-03-19 · cs.CV · cs.AI · cs.CL · cs.MM

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\usepackage{pith}
\pithnumber{KTAFXDMDCN25SPHG2KDSYGYSI3}

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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

3 papers in Pith

mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA

Rethinking Model Selection in VLM Through the Lens of Gromov-Wasserstein Distance

Back to the Barn with LLAMAs: Evolving Pretrained LLM Backbones in Finetuning Vision Language Models

Receipt and verification

First computed	2026-07-05T11:46:21.470024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54c05b8d831375d93ce6d2872c1b1246d02e7ee1a100e2796d1012b23135cfb8

Aliases

arxiv: 2503.15621 · arxiv_version: 2503.15621v2 · doi: 10.48550/arxiv.2503.15621 · pith_short_12: KTAFXDMDCN25 · pith_short_16: KTAFXDMDCN25SPHG · pith_short_8: KTAFXDMD

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/KTAFXDMDCN25SPHG2KDSYGYSI3 \
  | 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: 54c05b8d831375d93ce6d2872c1b1246d02e7ee1a100e2796d1012b23135cfb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a61e97dd0e39f9a7cf0ab75f37744afb1952306e0d774f730b0ea2a493b5ad3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-19T18:10:12Z",
    "title_canon_sha256": "63449def4b71955a61355d14ca81f929e2aa0460b8b828e3faf3f4ce867768ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15621",
    "kind": "arxiv",
    "version": 2
  }
}