Pith Number

pith:KOMDX7II

pith:2024:KOMDX7IIBB5XNTTWEXJSNVX2WG

not attested not anchored not stored refs pending

TabM: Advancing Tabular Deep Learning with Parameter-Efficient Ensembling

Akim Kotelnikov, Artem Babenko, Yury Gorishniy

arxiv:2410.24210 v3 · 2024-10-31 · 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{KOMDX7IIBB5XNTTWEXJSNVX2WG}

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

15 papers in Pith

TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks

LLMTabBench: Evaluating LLMs on Binary Tabular Classification From Zero to Few Shots

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

High Performance, Low Reliability: Uncertainty Benchmarking for Tabular Foundation Models

BuddyBench: A Privacy-Constrained Multi-Task Benchmark for Pediatric Social-Communication Personalization

Receipt and verification

First computed	2026-07-05T10:16:14.724196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53983bfd08087b76ce7625d326d6fab1ab314653cf136ec3bbd1410f05816da3

Aliases

arxiv: 2410.24210 · arxiv_version: 2410.24210v3 · doi: 10.48550/arxiv.2410.24210 · pith_short_12: KOMDX7IIBB5X · pith_short_16: KOMDX7IIBB5XNTTW · pith_short_8: KOMDX7II

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/KOMDX7IIBB5XNTTWEXJSNVX2WG \
  | 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: 53983bfd08087b76ce7625d326d6fab1ab314653cf136ec3bbd1410f05816da3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34c10a4e0f4ba551445ad2037caa6c289df5a70224b258682e5ca57daf1e35e7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-31T17:58:41Z",
    "title_canon_sha256": "9040e96157aeee94c646d13c08fd2a3427a72c0c5333d6c8229a0fbdfbeac7c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.24210",
    "kind": "arxiv",
    "version": 3
  }
}