Pith Number

pith:2NHOXSZA

pith:2025:2NHOXSZADZCROBT6CVZXRSBMVM

not attested not anchored not stored refs pending

How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering?

Antonino Furnari, Giovanni Maria Farinella, Giuseppe Lando, Rosario Forte

arxiv:2506.16450 v1 · 2025-06-19 · 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{2NHOXSZADZCROBT6CVZXRSBMVM}

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

1 paper in Pith

Exploring Multimodal LMMs for Online Episodic Memory Question Answering on the Edge

Receipt and verification

First computed	2026-07-05T11:24:36.671622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d34eebcb201e4517067e157378c82cab26a2f8c4f193f1e3a5d730ec74c711b0

Aliases

arxiv: 2506.16450 · arxiv_version: 2506.16450v1 · doi: 10.48550/arxiv.2506.16450 · pith_short_12: 2NHOXSZADZCR · pith_short_16: 2NHOXSZADZCROBT6 · pith_short_8: 2NHOXSZA

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/2NHOXSZADZCROBT6CVZXRSBMVM \
  | 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: d34eebcb201e4517067e157378c82cab26a2f8c4f193f1e3a5d730ec74c711b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "132c84e2257416bd66e765c7d65d709e6eb6c4126e0369574155272b27a5ea4d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-19T16:35:49Z",
    "title_canon_sha256": "b6d089d2858f31bc0b8e3902f02ad24d8117d26b07bea28d5c2192bcd784b5d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16450",
    "kind": "arxiv",
    "version": 1
  }
}