Pith Number

pith:4YES6GGI

pith:2020:4YES6GGI67SOR5JOSKYDVRZEGL

not attested not anchored not stored refs pending

Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress

Eamonn J. Keogh, Renjie Wu

arxiv:2009.13807 v5 · 2020-09-29 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4YES6GGI67SOR5JOSKYDVRZEGL}

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

Modeling Normal Is All You Need: Joint Latent Clustering for Anomaly Detection in Multimodal Cyber-Physical Systems

Receipt and verification

First computed	2026-07-05T04:54:12.429187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6092f18c8f7e4e8f52e92b03ac72432f75f29032dd94d6c62c373dbcf919147

Aliases

arxiv: 2009.13807 · arxiv_version: 2009.13807v5 · doi: 10.48550/arxiv.2009.13807 · pith_short_12: 4YES6GGI67SO · pith_short_16: 4YES6GGI67SOR5JO · pith_short_8: 4YES6GGI

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/4YES6GGI67SOR5JOSKYDVRZEGL \
  | 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: e6092f18c8f7e4e8f52e92b03ac72432f75f29032dd94d6c62c373dbcf919147

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebab08f4948d427e5623d3f787a3ae3e1087b282e2c1e07888f116c9ae5fdb8a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-29T06:29:04Z",
    "title_canon_sha256": "bb203198571a52e66af4816ff0c70f226d577204c5f897bd06adf22478119a71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.13807",
    "kind": "arxiv",
    "version": 5
  }
}