Pith Number

pith:EUP7NIVW

pith:2025:EUP7NIVWXDA54PTEUSC47LE2K2

not attested not anchored not stored refs pending

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications

Issar Arab, Rodrigo Benitez

arxiv:2502.03395 v1 · 2025-02-05 · cs.LG · 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{EUP7NIVWXDA54PTEUSC47LE2K2}

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	2026-07-05T10:10:04.248264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

251ff6a2b6b8c1de3e64a485cfac9a56b31ff2032febbef36aa36271d2b82004

Aliases

arxiv: 2502.03395 · arxiv_version: 2502.03395v1 · doi: 10.48550/arxiv.2502.03395 · pith_short_12: EUP7NIVWXDA5 · pith_short_16: EUP7NIVWXDA54PTE · pith_short_8: EUP7NIVW

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/EUP7NIVWXDA54PTEUSC47LE2K2 \
  | 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: 251ff6a2b6b8c1de3e64a485cfac9a56b31ff2032febbef36aa36271d2b82004

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "083056cd3347d7bfa8ae9a5e40b891ea710e41d27a079ed62213c772d751b497",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T17:30:31Z",
    "title_canon_sha256": "2d4e34e78d45f58019ac34835018e312741d53cc3aefd2f9b2b99202385c59d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03395",
    "kind": "arxiv",
    "version": 1
  }
}