Pith Number

pith:P7TKSE6B

pith:2023:P7TKSE6BK3GWFEHU3WEJ4ZAZKS

not attested not anchored not stored refs pending

Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

Chengqing Yu, Christian S.Jensen, Di Yao, Fei Wang, Gao Cong, Guangyin Jin, Tao Sun, Wei Wei, Xin Cao, Xueqi Cheng, Yongjun Xu, Zezhi Shao, Zhao Zhang

arxiv:2310.06119 v2 · 2023-10-09 · 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{P7TKSE6BK3GWFEHU3WEJ4ZAZKS}

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

3 papers in Pith

From XXLTraffic to EvoXXLTraffic: Scaling Traffic Forecasting to Sensor-Evolving Networks

Deep Time Series Models: A Comprehensive Survey and Benchmark

OSM+: Billion-Level OpenStreetMap Dataset for City-wide Experiments

Receipt and verification

First computed	2026-07-05T09:21:38.416202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fe6a913c156cd6290f4dd889e641954a9ca3641c37f162fd7cb80dc61d3ca64

Aliases

arxiv: 2310.06119 · arxiv_version: 2310.06119v2 · doi: 10.48550/arxiv.2310.06119 · pith_short_12: P7TKSE6BK3GW · pith_short_16: P7TKSE6BK3GWFEHU · pith_short_8: P7TKSE6B

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/P7TKSE6BK3GWFEHU3WEJ4ZAZKS \
  | 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: 7fe6a913c156cd6290f4dd889e641954a9ca3641c37f162fd7cb80dc61d3ca64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07deec89a8d37866166a6d182fbe896ccf52aebf96263284dbb418d42387cd33",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-09T19:52:22Z",
    "title_canon_sha256": "9984120253991e5a7a7e14620fa4b0bee8d4f2df4b84e3dc63f8387307730464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06119",
    "kind": "arxiv",
    "version": 2
  }
}