Pith Number

pith:MUKX6WU6

pith:2025:MUKX6WU66HHPITLLSJVPRMC3YX

not attested not anchored not stored refs pending

Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting

Alexey Kravets, Da Chen, Vinay P. Namboodiri

arxiv:2507.20834 v1 · 2025-07-28 · 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{MUKX6WU66HHPITLLSJVPRMC3YX}

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.

Receipt and verification

First computed	2026-07-05T11:44:26.746842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65157f5a9ef1cef44d6b926af8b05bc5c8a38f96f93b22cbbf14c69990dc580b

Aliases

arxiv: 2507.20834 · arxiv_version: 2507.20834v1 · doi: 10.48550/arxiv.2507.20834 · pith_short_12: MUKX6WU66HHP · pith_short_16: MUKX6WU66HHPITLL · pith_short_8: MUKX6WU6

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/MUKX6WU66HHPITLLSJVPRMC3YX \
  | 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: 65157f5a9ef1cef44d6b926af8b05bc5c8a38f96f93b22cbbf14c69990dc580b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4e033919332c3915a284e1b8e3469c360d7c00d4ebaed8aec83f42f1698641c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-28T13:41:24Z",
    "title_canon_sha256": "54d786286c9ce5f8cd8148b7007f9b4309e3fe89ae6b678e70b492aae84f232f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.20834",
    "kind": "arxiv",
    "version": 1
  }
}