Pith Number

pith:B5LLNFVR

pith:2025:B5LLNFVRTJED237ZDN7KL4WRB4

not attested not anchored not stored refs pending

What Makes for a Good Saliency Map? Comparing Strategies for Evaluating Saliency Maps in Explainable AI (XAI)

Felix Kares, Hanwei Zhang, Markus Langer, Timo Speith

arxiv:2504.17023 v1 · 2025-04-23 · cs.HC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5LLNFVRTJED237ZDN7KL4WRB4}

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

2 papers in Pith

Mechanistic Interpretability for Neural Networks: Circuits, Sparse Features and Symbolic Reasoning

Bridging the Disciplinary Gap in Explainable AI: From Abstract Desiderata to Concrete Tasks

Receipt and verification

First computed	2026-07-05T10:53:20.714253Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f56b696b19a483d6ff91b7ea5f2d10f02463b76403127ae3b9b3e74dd65c165

Aliases

arxiv: 2504.17023 · arxiv_version: 2504.17023v1 · doi: 10.48550/arxiv.2504.17023 · pith_short_12: B5LLNFVRTJED · pith_short_16: B5LLNFVRTJED237Z · pith_short_8: B5LLNFVR

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/B5LLNFVRTJED237ZDN7KL4WRB4 \
  | 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: 0f56b696b19a483d6ff91b7ea5f2d10f02463b76403127ae3b9b3e74dd65c165

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a25915f253fa0115aa42d700ab917ff40deafabd8c849d2836e68f3955d7f83",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-04-23T18:09:06Z",
    "title_canon_sha256": "41f18e97147afc85ed87a592b6fe9c39426250b709ad54642e3e575761ad4041"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17023",
    "kind": "arxiv",
    "version": 1
  }
}