Pith Number

pith:GZZ5WMLB

pith:2023:GZZ5WMLB4ORRS2E5BM5G6NA6CV

not attested not anchored not stored refs pending

An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness

Jovita Lukasik, Margret Keuper, Michael Moeller

arxiv:2307.09365 v1 · 2023-07-18 · 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{GZZ5WMLB4ORRS2E5BM5G6NA6CV}

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	2026-07-05T06:32:15.974578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3673db3161e3a319689d0b3a6f341e155e61442bb2cb5f231bfe5dcd4ec43312

Aliases

arxiv: 2307.09365 · arxiv_version: 2307.09365v1 · doi: 10.48550/arxiv.2307.09365 · pith_short_12: GZZ5WMLB4ORR · pith_short_16: GZZ5WMLB4ORRS2E5 · pith_short_8: GZZ5WMLB

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/GZZ5WMLB4ORRS2E5BM5G6NA6CV \
  | 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: 3673db3161e3a319689d0b3a6f341e155e61442bb2cb5f231bfe5dcd4ec43312

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22086f7f91b1713ee861a5937f8b0b68a1fbf2a1fc4925f609522f825a3be3aa",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-18T15:48:53Z",
    "title_canon_sha256": "1739214b78a9514c3aa7606e0d0b13af9d5fb628f9ba9dd06f8f24178bafa6b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.09365",
    "kind": "arxiv",
    "version": 1
  }
}