Pith Number

pith:AIHBR3VV

pith:2025:AIHBR3VVHB7JB2CXARQ6MIH726

not attested not anchored not stored refs pending

Do computer vision foundation models learn the low-level characteristics of the human visual system?

Dounia Hammou, Fei Yin, Rafal Mantiuk, Yancheng Cai

arxiv:2502.20256 v2 · 2025-02-27 · 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{AIHBR3VVHB7JB2CXARQ6MIH726}

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.

Cited by

1 paper in Pith

A Turing Test for Artificial Nets devoted to model Human Vision

Receipt and verification

First computed	2026-07-05T10:29:35.238459Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

020e18eeb5387e90e8570461e620ffd7a01eb62d445af7c280623971f4861eae

Aliases

arxiv: 2502.20256 · arxiv_version: 2502.20256v2 · doi: 10.48550/arxiv.2502.20256 · pith_short_12: AIHBR3VVHB7J · pith_short_16: AIHBR3VVHB7JB2CX · pith_short_8: AIHBR3VV

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/AIHBR3VVHB7JB2CXARQ6MIH726 \
  | 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: 020e18eeb5387e90e8570461e620ffd7a01eb62d445af7c280623971f4861eae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e7351ed3f375347c1c85a23531c9255e821066bf254bf63ba314ee4b448a5c3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-27T16:43:56Z",
    "title_canon_sha256": "bd918bc661bf7588becdf9429b4d88597b3645083b522b0d537cdb23548a81bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20256",
    "kind": "arxiv",
    "version": 2
  }
}