Pith. sign in
Pith Number

pith:YV2ZKK2R

pith:2025:YV2ZKK2RYYSLQ46FFZNDX665VO
not attested not anchored not stored refs pending

Decoupled Functional Evaluation of Autonomous Driving Models via Feature Map Quality Scoring

Lei He, Ludan Zhang, Qinyue Luo, Shuofei Qiao, Sihan Wang, Yuqi Dai

arxiv:2508.07552 v2 · 2025-08-11 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YV2ZKK2RYYSLQ46FFZNDX665VO}

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 2026-07-05T11:52:24.405420Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c575952b51c624b873c52e5a3bfbddaba93e1b6a89028bbadd6d8a524a388216

Aliases

arxiv: 2508.07552 · arxiv_version: 2508.07552v2 · doi: 10.48550/arxiv.2508.07552 · pith_short_12: YV2ZKK2RYYSL · pith_short_16: YV2ZKK2RYYSLQ46F · pith_short_8: YV2ZKK2R
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YV2ZKK2RYYSLQ46FFZNDX665VO \
  | 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: c575952b51c624b873c52e5a3bfbddaba93e1b6a89028bbadd6d8a524a388216
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4b27f2d9c92ec6ea910dcc0a0708dfcb63b17c3bc05de3fad0b8099d2c0c90f5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-11T02:24:08Z",
    "title_canon_sha256": "a0fa799ce966f050b1faed7bfb42f27ce2fa9799f0975f0d5518862ede5cf9be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07552",
    "kind": "arxiv",
    "version": 2
  }
}