Pith. sign in
Pith Number

pith:IUYZCKRK

pith:2024:IUYZCKRKHS4RIKZJ2RTUZMYMPP
not attested not anchored not stored refs pending

Optimizing Domain-Specific Image Retrieval: A Benchmark of FAISS and Annoy with Fine-Tuned Features

MD Shaikh Rahman, Muhammad Mahbubur Rashid, Syed Maudud E Rabbi

arxiv:2412.01555 v1 · 2024-12-02 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IUYZCKRKHS4RIKZJ2RTUZMYMPP}

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 2026-07-05T09:43:14.934221Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4531912a2a3cb9142b29d4674cb30c7be03343b3972b20491344b624546f7741

Aliases

arxiv: 2412.01555 · arxiv_version: 2412.01555v1 · doi: 10.48550/arxiv.2412.01555 · pith_short_12: IUYZCKRKHS4R · pith_short_16: IUYZCKRKHS4RIKZJ · pith_short_8: IUYZCKRK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IUYZCKRKHS4RIKZJ2RTUZMYMPP \
  | 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: 4531912a2a3cb9142b29d4674cb30c7be03343b3972b20491344b624546f7741
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e430a0c36f2bc8c40e5bfbf73689f7bf79b80373dc85e8e949a137f17880706f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-02T14:43:06Z",
    "title_canon_sha256": "ffbb13ba38d2b69386b82ac43f4962e5e4e2c28f4679992a3ee221eb9633f8a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01555",
    "kind": "arxiv",
    "version": 1
  }
}