Pith Number

pith:I6T5W7ID

pith:2024:I6T5W7IDXUOJ5HJAOVUBF2SVXS

not attested not anchored not stored refs pending

Benchmarking Transcriptomics Foundation Models for Perturbation Analysis : one PCA still rules them all

Alisandra K. Denton, Emmanuel Noutahi, Hanene Ben Yedder, Ihab Bendidi, Kian Kenyon-Dean, Shawn Whitfield, Yassir El Mesbahi

arxiv:2410.13956 v2 · 2024-10-17 · cs.LG · 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{I6T5W7IDXUOJ5HJAOVUBF2SVXS}

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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

4 papers in Pith

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

Probing, Fusion, and Trustworthiness: A Systematic Evaluation of Foundation Model Representations for Multimodal Cancer Analysis

What Makes a Representation Good for Single-Cell Perturbation Prediction?

Benchmarking virtual cell models for in-the-wild perturbation response

Receipt and verification

First computed	2026-07-05T09:30:22.367215Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47a7db7d03bd1c9e9d20756812ea55bc8599975bfe028085c3bdbd59c5476e74

Aliases

arxiv: 2410.13956 · arxiv_version: 2410.13956v2 · doi: 10.48550/arxiv.2410.13956 · pith_short_12: I6T5W7IDXUOJ · pith_short_16: I6T5W7IDXUOJ5HJA · pith_short_8: I6T5W7ID

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/I6T5W7IDXUOJ5HJAOVUBF2SVXS \
  | 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: 47a7db7d03bd1c9e9d20756812ea55bc8599975bfe028085c3bdbd59c5476e74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed5afe3c5be585b9b85c9bc8d71ee366394505d4aec5e272d6a6145eba4e051d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T18:27:51Z",
    "title_canon_sha256": "64fc93e74df230ab572b67b2ba788a423196764996476fc346900783622910f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13956",
    "kind": "arxiv",
    "version": 2
  }
}