Pith Number

pith:UYMMIDOL

pith:2025:UYMMIDOLMCVEZ33G4EV5MI3JTY

not attested not anchored not stored refs pending

Bench2ADVLM: A Closed-Loop Benchmark for Vision-language Models in Autonomous Driving

Aishan Liu, Jiangfan Liu, Lu Wang, Mingchuan Zhang, Siyuan Liang, Tianyuan Zhang, Ting Jin, Xianglong Liu

arxiv:2508.02028 v2 · 2025-08-04 · 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{UYMMIDOLMCVEZ33G4EV5MI3JTY}

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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

2 papers in Pith

GuardAD: Safeguarding Autonomous Driving MLLMs via Markovian Safety Logic

A Patch-based Cross-view Regularized Framework for Backdoor Defense in Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T11:56:22.042981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a618c40dcb60aa4cef66e12bd623699e329e39ab30845b365340200c74f3b0f9

Aliases

arxiv: 2508.02028 · arxiv_version: 2508.02028v2 · doi: 10.48550/arxiv.2508.02028 · pith_short_12: UYMMIDOLMCVE · pith_short_16: UYMMIDOLMCVEZ33G · pith_short_8: UYMMIDOL

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/UYMMIDOLMCVEZ33G4EV5MI3JTY \
  | 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: a618c40dcb60aa4cef66e12bd623699e329e39ab30845b365340200c74f3b0f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf1ece42164b74c98fc7ac397adb676ecf8e4f591bdaeccccde7a0f5d0f455b1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-04T03:43:23Z",
    "title_canon_sha256": "d7a10be182b2b3d4a9110b294a9b10514f0bc988df8ab13b99b8bd97fd541b4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02028",
    "kind": "arxiv",
    "version": 2
  }
}