Pith Number

pith:HMYWV4JQ

pith:2022:HMYWV4JQHFES7DZDDVIDY37VQX

not attested not anchored not stored refs pending

A Consistent and Efficient Evaluation Strategy for Attribution Methods

Enkelejda Kasneci, Gjergji Kasneci, Tobias Leemann, Vadim Borisov, Yao Rong

arxiv:2202.00449 v2 · 2022-02-01 · cs.CV · 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{HMYWV4JQHFES7DZDDVIDY37VQX}

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

5 papers in Pith

Explainable AI needs formalization

GRALIS: A Unified Canonical Framework for Linear Attribution Methods via Riesz Representation

AIM: Adversarial Information Masking for Faithfulness Evaluation of Saliency Maps

GRALIS: A Unified Canonical Framework for Linear Attribution Methods via Riesz Representation

H-Sets: Hessian-Guided Discovery of Set-Level Feature Interactions in Image Classifiers

Receipt and verification

First computed	2026-07-05T04:31:32.198451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b316af13039492f8f231d503c6ff585cebc4971b0b26fd86fd1e38315fc60fa

Aliases

arxiv: 2202.00449 · arxiv_version: 2202.00449v2 · doi: 10.48550/arxiv.2202.00449 · pith_short_12: HMYWV4JQHFES · pith_short_16: HMYWV4JQHFES7DZD · pith_short_8: HMYWV4JQ

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/HMYWV4JQHFES7DZDDVIDY37VQX \
  | 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: 3b316af13039492f8f231d503c6ff585cebc4971b0b26fd86fd1e38315fc60fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de9dd4e5bf0c838e385ae87a0b7d361e0287966162417ff68d5a39cc88f454cb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-02-01T15:00:26Z",
    "title_canon_sha256": "feed6176308b4a9215e6f867c58c8f3d5e56c54cbf3ef70d82bd801b76b8791e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.00449",
    "kind": "arxiv",
    "version": 2
  }
}