Pith Number

pith:PBT7O3SW

pith:2024:PBT7O3SWFMFYHLTPFKRGZKVB44

not attested not anchored not stored refs pending

Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR

Kejie Wang, Liqiang Nie, Mohan Kankanhalli, Xiaolin Chen, Yangyang Guo, Zhenyang Li

arxiv:2405.16934 v1 · 2024-05-27 · cs.CV

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\usepackage{pith}
\pithnumber{PBT7O3SWFMFYHLTPFKRGZKVB44}

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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

Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?

Receipt and verification

First computed	2026-07-05T08:23:37.693785Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7867f76e562b0b83ae6f2aa26caaa1e7009e3e81060ad6e30c8b3f0c5ac18fee

Aliases

arxiv: 2405.16934 · arxiv_version: 2405.16934v1 · doi: 10.48550/arxiv.2405.16934 · pith_short_12: PBT7O3SWFMFY · pith_short_16: PBT7O3SWFMFYHLTP · pith_short_8: PBT7O3SW

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/PBT7O3SWFMFYHLTPFKRGZKVB44 \
  | 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: 7867f76e562b0b83ae6f2aa26caaa1e7009e3e81060ad6e30c8b3f0c5ac18fee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10bc2afdff0c56e5b615b0b83e8eb0a1607d488fa88a039f1a3a5e3f90041f63",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-27T08:26:58Z",
    "title_canon_sha256": "b8a90fe05a1106be52dc1c10ad1649bbb411c0d5b5636032c1941f818089e9b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16934",
    "kind": "arxiv",
    "version": 1
  }
}