Pith Number

pith:MRLXM534

pith:2025:MRLXM534C3HQJTRU2KSCO47AJJ

not attested not anchored not stored refs pending

Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving

Dechang Zhu, Haiqiang Liu, Jiangtong Zhu, Meng Tian, Xinhai Zhao, Yue Li, Yueyi Zhang, Zhenyu Lin, Zhiwei Xiong, Zining Wang

arxiv:2503.21505 v1 · 2025-03-27 · cs.CL · cs.CV

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\usepackage{pith}
\pithnumber{MRLXM534C3HQJTRU2KSCO47AJJ}

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Record completeness

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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

Operating Within the Operational Design Domain: Zero-Shot Perception with Vision-Language Models

Receipt and verification

First computed	2026-07-05T10:40:26.478641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

645776777c16cf04ce34d2a42773e04a6d17e457ca8dad79f1ae4e405ea118da

Aliases

arxiv: 2503.21505 · arxiv_version: 2503.21505v1 · doi: 10.48550/arxiv.2503.21505 · pith_short_12: MRLXM534C3HQ · pith_short_16: MRLXM534C3HQJTRU · pith_short_8: MRLXM534

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/MRLXM534C3HQJTRU2KSCO47AJJ \
  | 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: 645776777c16cf04ce34d2a42773e04a6d17e457ca8dad79f1ae4e405ea118da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e49a59b0b72e9afebfb1e2a82b8729606005715252562f56d863a650344a3074",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-27T13:45:47Z",
    "title_canon_sha256": "210ad493b54361574a8a268c58b6f89b21434eee8afb2873506dccc26be2bd2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.21505",
    "kind": "arxiv",
    "version": 1
  }
}