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Pith Number

pith:B2QY6IFK

pith:2025:B2QY6IFK2LWDOTSLNRVRPI7BIS
not attested not anchored not stored refs pending

Can Multimodal LLMs do Visual Temporal Understanding and Reasoning? The answer is No!

Alham Fikri Aji, Chenyang Lyu, Mohamed Fazli Imam

arxiv:2501.10674 v2 · 2025-01-18 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{B2QY6IFK2LWDOTSLNRVRPI7BIS}

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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

5 papers in Pith

Receipt and verification
First computed 2026-07-05T10:15:48.415121Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0ea18f20aad2ec374e4b6c6b17a3e144ad10c5cbfd80ecf8288ffce71970335b

Aliases

arxiv: 2501.10674 · arxiv_version: 2501.10674v2 · doi: 10.48550/arxiv.2501.10674 · pith_short_12: B2QY6IFK2LWD · pith_short_16: B2QY6IFK2LWDOTSL · pith_short_8: B2QY6IFK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B2QY6IFK2LWDOTSLNRVRPI7BIS \
  | 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: 0ea18f20aad2ec374e4b6c6b17a3e144ad10c5cbfd80ecf8288ffce71970335b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ab3c2521ae0225d9d3f42c49ff20c395d2527a253ce3f8eae070154c2cfdcdfd",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-18T06:41:48Z",
    "title_canon_sha256": "32fbd705edf6c7d5a6e848db2847ecac214b974106c212a58e76b047e98a2277"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10674",
    "kind": "arxiv",
    "version": 2
  }
}