Pith Number

pith:PI3BQH4D

pith:2024:PI3BQH4DG2SFW4SL7QWH5AHLW7

not attested not anchored not stored refs pending

TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks

Artem Babenko, Ivan Rubachev, Nikolay Kartashev, Yury Gorishniy

arxiv:2406.19380 v4 · 2024-06-27 · cs.LG

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\usepackage{pith}
\pithnumber{PI3BQH4DG2SFW4SL7QWH5AHLW7}

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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

5 papers in Pith

TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks

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

Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics

TabArena: A Living Benchmark for Machine Learning on Tabular Data

Data Language Models: A New Foundation Model Class for Tabular Data

Receipt and verification

First computed	2026-07-05T09:25:20.068331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a36181f8336a45b724bfc2c7e80ebb7dda6158e783c93976e604a6c8a4f748f

Aliases

arxiv: 2406.19380 · arxiv_version: 2406.19380v4 · doi: 10.48550/arxiv.2406.19380 · pith_short_12: PI3BQH4DG2SF · pith_short_16: PI3BQH4DG2SFW4SL · pith_short_8: PI3BQH4D

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/PI3BQH4DG2SFW4SL7QWH5AHLW7 \
  | 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: 7a36181f8336a45b724bfc2c7e80ebb7dda6158e783c93976e604a6c8a4f748f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76585e0d54daaa992d38db281294202625d3cc7b950aee3efb6c6190c03fd5c1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-27T17:55:31Z",
    "title_canon_sha256": "cedf432df1b07c6792bba0db7be22ee2ae03354cd97ffbc8bd9ef2a03e1e121f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.19380",
    "kind": "arxiv",
    "version": 4
  }
}