Pith. sign in
Pith Number

pith:CYWP2F5T

pith:2024:CYWP2F5TLEMIS52ZIFA5DLMUSZ
not attested not anchored not stored refs pending

Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset

Madiyar Alimov, Temirlan Meiramkhanov

arxiv:2412.12349 v1 · 2024-12-16 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CYWP2F5TLEMIS52ZIFA5DLMUSZ}

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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.
Receipt and verification
First computed 2026-07-05T09:50:13.704335Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

162cfd17b359188977594141d1ad9496484b987fe36b41e2a57bb831a3c58e0c

Aliases

arxiv: 2412.12349 · arxiv_version: 2412.12349v1 · doi: 10.48550/arxiv.2412.12349 · pith_short_12: CYWP2F5TLEMI · pith_short_16: CYWP2F5TLEMIS52Z · pith_short_8: CYWP2F5T
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CYWP2F5TLEMIS52ZIFA5DLMUSZ \
  | 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: 162cfd17b359188977594141d1ad9496484b987fe36b41e2a57bb831a3c58e0c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "dfe11120c6b7b983fff0067f4ae8d8993b33878d710ea9858fc38f3198a37c76",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-16T20:42:26Z",
    "title_canon_sha256": "828f5f19d58b77cd269e69720e4828acf8c9002708a2e5663e3eb1d177c7a29c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12349",
    "kind": "arxiv",
    "version": 1
  }
}