Pith. sign in
Pith Number

pith:6C7HCQIM

pith:2024:6C7HCQIM2M2U3YXEW3IH37SY3P
not attested not anchored not stored refs pending

Automatic benchmarking of large multimodal models via iterative experiment programming

Alessandro Conti, Elisa Ricci, Enrico Fini, Massimiliano Mancini, Paolo Rota, Yiming Wang

arxiv:2406.12321 v1 · 2024-06-18 · cs.AI · cs.CL · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6C7HCQIM2M2U3YXEW3IH37SY3P}

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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.
Receipt and verification
First computed 2026-07-05T08:33:44.443655Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f0be71410cd3354de2e4b6d07dfe58dbc8d35d335f69eb6440a660725814be35

Aliases

arxiv: 2406.12321 · arxiv_version: 2406.12321v1 · doi: 10.48550/arxiv.2406.12321 · pith_short_12: 6C7HCQIM2M2U · pith_short_16: 6C7HCQIM2M2U3YXE · pith_short_8: 6C7HCQIM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6C7HCQIM2M2U3YXEW3IH37SY3P \
  | 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: f0be71410cd3354de2e4b6d07dfe58dbc8d35d335f69eb6440a660725814be35
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d14dd07355dbf29fce827971d20ae5fb800334202f01151b8d2c4a31952f37e3",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-18T06:43:46Z",
    "title_canon_sha256": "3b8a919839c03b03384b5004e7e6b9afc7947791d6f20de8f962cda2aff614c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12321",
    "kind": "arxiv",
    "version": 1
  }
}