Pith Number

pith:3HAVB5MH

pith:2025:3HAVB5MHP7NBRFTYCAPFWTLI3H

not attested not anchored not stored refs pending

A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions

Muhammad Hussain, Rahima Khanam

arxiv:2504.11995 v1 · 2025-04-16 · 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{3HAVB5MHP7NBRFTYCAPFWTLI3H}

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	2026-07-05T10:50:00.938380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9c150f5877fda189678101e5b4d68d9c6bd990c882b6281b1ab9d019ac743e4

Aliases

arxiv: 2504.11995 · arxiv_version: 2504.11995v1 · doi: 10.48550/arxiv.2504.11995 · pith_short_12: 3HAVB5MHP7NB · pith_short_16: 3HAVB5MHP7NBRFTY · pith_short_8: 3HAVB5MH

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/3HAVB5MHP7NBRFTYCAPFWTLI3H \
  | 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: d9c150f5877fda189678101e5b4d68d9c6bd990c882b6281b1ab9d019ac743e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f673d8d9ce40e86f8827a88d8e8f98efb547d9c999af0550623e6eaba08c00d3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-16T11:40:55Z",
    "title_canon_sha256": "bc9b049dd43231fcab6583b4e06b65aaf5f81775479ee9aeea89eced42dc7f89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.11995",
    "kind": "arxiv",
    "version": 1
  }
}