Pith Number

pith:5GSQ2YXC

pith:2021:5GSQ2YXCZDMKFZYRHW57WUQ2F4

not attested not anchored not stored refs pending

Benchmarking Multimodal AutoML for Tabular Data with Text Fields

Alexander J. Smola, Jonas Mueller, Mu Li, Nick Erickson, Xingjian Shi

arxiv:2111.02705 v1 · 2021-11-04 · cs.LG · cs.CL · 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{5GSQ2YXCZDMKFZYRHW57WUQ2F4}

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

4 papers in Pith

TabPFN-3: Technical Report

MachineLearningLM: Scaling Many-shot In-context Learning via Continued Pretraining

TabPFN-3: Technical Report

STRABLE: Benchmarking Tabular Machine Learning with Strings

Receipt and verification

First computed	2026-07-05T03:29:07.604371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9a50d62e2c8d8a2e7113dbbfb521a2f19c85697b622b4951a6bdbfc59bb444e

Aliases

arxiv: 2111.02705 · arxiv_version: 2111.02705v1 · doi: 10.48550/arxiv.2111.02705 · pith_short_12: 5GSQ2YXCZDMK · pith_short_16: 5GSQ2YXCZDMKFZYR · pith_short_8: 5GSQ2YXC

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/5GSQ2YXCZDMKFZYRHW57WUQ2F4 \
  | 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: e9a50d62e2c8d8a2e7113dbbfb521a2f19c85697b622b4951a6bdbfc59bb444e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec3c5fdcaf8947af0c5df3c9c219224c217a77dc9a8b17b778823dffe97dc37c",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-04T09:29:16Z",
    "title_canon_sha256": "f8520a4d231c8ed3c9864c509ced234d5c8502aef1e41731cbe62d9178061bfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.02705",
    "kind": "arxiv",
    "version": 1
  }
}