Pith. sign in
Pith Number

pith:XCHNCOG3

pith:2025:XCHNCOG36TXXGIF2LA6W7JIBLY
not attested not anchored not stored refs pending

Mapillary Vistas Validation for Fine-Grained Traffic Signs: A Benchmark Revealing Vision-Language Model Limitations

Abhishek Aich, Sparsh Garg

arxiv:2508.02047 v1 · 2025-08-04 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XCHNCOG36TXXGIF2LA6W7JIBLY}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:47:50.064075Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b88ed138dbf4ef7320ba583d6fa5015e280b9f0d28aa957c49a6f651d1c76dbf

Aliases

arxiv: 2508.02047 · arxiv_version: 2508.02047v1 · doi: 10.48550/arxiv.2508.02047 · pith_short_12: XCHNCOG36TXX · pith_short_16: XCHNCOG36TXXGIF2 · pith_short_8: XCHNCOG3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XCHNCOG36TXXGIF2LA6W7JIBLY \
  | 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: b88ed138dbf4ef7320ba583d6fa5015e280b9f0d28aa957c49a6f651d1c76dbf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9c0b2cbcfb7afd4a6bece2a361907d897588f8f179bac374d2676775e6e3acd1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-04T04:29:06Z",
    "title_canon_sha256": "b775e5eb662957cff91f6c12459d2e77f7f19cfcc7d62cbca1ce4fa100ddf576"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02047",
    "kind": "arxiv",
    "version": 1
  }
}