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Pith Number

pith:GCJ73LBA

pith:2023:GCJ73LBA62MENEHIU6R5PS4ZTZ
not attested not anchored not stored refs pending

Investigating the Limitation of CLIP Models: The Worst-Performing Categories

Jiang-Xin Shi, Jie-Jing Shao, Lan-Zhe Guo, Xiao-Wen Yang, Yu-Feng Li

arxiv:2310.03324 v1 · 2023-10-05 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{GCJ73LBA62MENEHIU6R5PS4ZTZ}

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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T06:57:31.659847Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3093fdac20f6984690e8a7a3d7cb999e594235415a2797a0b438dd0ac0d8e33f

Aliases

arxiv: 2310.03324 · arxiv_version: 2310.03324v1 · doi: 10.48550/arxiv.2310.03324 · pith_short_12: GCJ73LBA62ME · pith_short_16: GCJ73LBA62MENEHI · pith_short_8: GCJ73LBA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GCJ73LBA62MENEHIU6R5PS4ZTZ \
  | 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: 3093fdac20f6984690e8a7a3d7cb999e594235415a2797a0b438dd0ac0d8e33f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6ffe5cb822724e6aa690fe19b83491351651a534e6abac5296dccadb998ee214",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-05T05:37:33Z",
    "title_canon_sha256": "b7752be10ca69d557ffc0bf3bc45d8234a3da8283319ef3412cdb40172f8ec06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03324",
    "kind": "arxiv",
    "version": 1
  }
}