Pith Number

pith:MZZRDBFL

pith:2026:MZZRDBFL2I7F5VBBYZXUZQOEAW

not attested not anchored not stored refs pending

Not All NVFP4 QAT Recipes Are Equal: How Architecture and Scale Shape Model Quality for Anomaly Segmentation

Oleg Rybakov, Zijian Du

arxiv:2605.27616 v1 · 2026-05-26 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MZZRDBFL2I7F5VBBYZXUZQOEAW}

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	2026-05-28T01:04:18.368137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66731184abd23e5ed421c66f4cc1c4058bcc40f4372ddbcb1d726dd2185c0fe7

Aliases

arxiv: 2605.27616 · arxiv_version: 2605.27616v1 · doi: 10.48550/arxiv.2605.27616 · pith_short_12: MZZRDBFL2I7F · pith_short_16: MZZRDBFL2I7F5VBB · pith_short_8: MZZRDBFL

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/MZZRDBFL2I7F5VBBYZXUZQOEAW \
  | 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: 66731184abd23e5ed421c66f4cc1c4058bcc40f4372ddbcb1d726dd2185c0fe7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56ceb4a728fcec08e2c501138507d2c5744d057a7e10d69366b58b71ce4a42e2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-26T19:29:37Z",
    "title_canon_sha256": "0135660ba800c4f8ab778359a8e53f6bf80c36f4c89b3f392a0dde17019ed94c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27616",
    "kind": "arxiv",
    "version": 1
  }
}