Pith Number

pith:G364AQYB

pith:2024:G364AQYBWZG5QKK3CDRTLJVPOY

not attested not anchored not stored refs pending

Is it the model or the metric -- On robustness measures of deeplearning models

Sneha Das, Yutong Jin, Zhijin Lyu

arxiv:2412.09795 v1 · 2024-12-13 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G364AQYBWZG5QKK3CDRTLJVPOY}

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.

Receipt and verification

First computed	2026-07-05T09:48:41.624308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36fdc04301b64dd8295b10e335a6af762f31c7a5c865559cb2afe526690b2310

Aliases

arxiv: 2412.09795 · arxiv_version: 2412.09795v1 · doi: 10.48550/arxiv.2412.09795 · pith_short_12: G364AQYBWZG5 · pith_short_16: G364AQYBWZG5QKK3 · pith_short_8: G364AQYB

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/G364AQYBWZG5QKK3CDRTLJVPOY \
  | 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: 36fdc04301b64dd8295b10e335a6af762f31c7a5c865559cb2afe526690b2310

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f9fb2174eacdcd4963b2111798c71463405d020f0bce182006f1d8570623a98",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-13T02:26:58Z",
    "title_canon_sha256": "062953bf99572c22a1a87789eac47f7c92c34f2c6c4d5f175ef5c65a43a5886e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09795",
    "kind": "arxiv",
    "version": 1
  }
}