Pith Number

pith:TWP2EUVR

pith:2025:TWP2EUVREJXII4CP2KYLSJRSZ7

not attested not anchored not stored refs pending

Table Foundation Models: on knowledge pre-training for tabular learning

Alexandre Perez-Lebel, F\'elix Lefebvre, Ga\"el Varoquaux, Ga\"etan Brison, Myung Jun Kim

arxiv:2505.14415 v2 · 2025-05-20 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TWP2EUVREJXII4CP2KYLSJRSZ7}

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

Beyond IID: How General Are Tabular Foundation Models, Really?

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

RamanBench: A Large-Scale Benchmark for Machine Learning on Raman Spectroscopy

Receipt and verification

First computed	2026-07-05T11:29:11.719135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d9fa252b1226e84704fd2b0b92632cfc4403070a4b7df753ff1ae0435e525da

Aliases

arxiv: 2505.14415 · arxiv_version: 2505.14415v2 · doi: 10.48550/arxiv.2505.14415 · pith_short_12: TWP2EUVREJXI · pith_short_16: TWP2EUVREJXII4CP · pith_short_8: TWP2EUVR

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/TWP2EUVREJXII4CP2KYLSJRSZ7 \
  | 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: 9d9fa252b1226e84704fd2b0b92632cfc4403070a4b7df753ff1ae0435e525da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80349d3c58dd2a0c8ffdeecc1d7b18a7b3fba0c04614b3ecba71897e35697dd7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-20T14:27:51Z",
    "title_canon_sha256": "8e2c6b8a3587e8c9909f5370dbdc8cc519fb2688bb5952b0607758ca6926b2d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14415",
    "kind": "arxiv",
    "version": 2
  }
}