Pith Number

pith:3SXFRUD6

pith:2024:3SXFRUD6FOZJ23ABE2QSXZ37D2

not attested not anchored not stored refs pending

Are Anomaly Scores Telling the Whole Story? A Benchmark for Multilevel Anomaly Detection

Ailin Deng, Bryan Hooi, Khoa Duong, Minh-Huy Trinh, Ngai-Man Cheung, Quoc-Nam Nguyen, Tri Cao

arxiv:2411.14515 v1 · 2024-11-21 · cs.LG · cs.AI · 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{3SXFRUD6FOZJ23ABE2QSXZ37D2}

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

CovHuSeg: An Enhanced Approach for Kidney Pathology Segmentation

Receipt and verification

First computed	2026-07-05T09:38:52.619068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dcae58d07e2bb29d6c0126a12be77f1e9530e01b5bb226ac8a02618b3e152c2d

Aliases

arxiv: 2411.14515 · arxiv_version: 2411.14515v1 · doi: 10.48550/arxiv.2411.14515 · pith_short_12: 3SXFRUD6FOZJ · pith_short_16: 3SXFRUD6FOZJ23AB · pith_short_8: 3SXFRUD6

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/3SXFRUD6FOZJ23ABE2QSXZ37D2 \
  | 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: dcae58d07e2bb29d6c0126a12be77f1e9530e01b5bb226ac8a02618b3e152c2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72f1789eb2e6743075297f88563da258d99f5e2bc936eda9d7b0f96487dcac30",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-21T14:18:37Z",
    "title_canon_sha256": "bec368f09c23b79a5253553b3cb7aca6c05b8dc18c46fbc4831acec960599fe4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14515",
    "kind": "arxiv",
    "version": 1
  }
}