Pith. sign in
Pith Number

pith:FMPJCFAM

pith:2025:FMPJCFAMKNBC5N37H7AEMTSAWZ
not attested not anchored not stored refs pending

LR0.FM: Low-Res Benchmark and Improving Robustness for Zero-Shot Classification in Foundation Models

Priyank Pathak, Shruti Vyas, Shyam Marjit, Yogesh S Rawat

arxiv:2502.03950 v3 · 2025-02-06 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FMPJCFAMKNBC5N37H7AEMTSAWZ}

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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 2026-07-05T11:04:45.230638Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2b1e91140c53422eb77f3fc0464e40b65bb97dd4d9d91d0c21e8456701b18f0d

Aliases

arxiv: 2502.03950 · arxiv_version: 2502.03950v3 · doi: 10.48550/arxiv.2502.03950 · pith_short_12: FMPJCFAMKNBC · pith_short_16: FMPJCFAMKNBC5N37 · pith_short_8: FMPJCFAM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FMPJCFAMKNBC5N37H7AEMTSAWZ \
  | 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: 2b1e91140c53422eb77f3fc0464e40b65bb97dd4d9d91d0c21e8456701b18f0d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fb6517f626acab69664645f49431f580c4e81867e27d9da5f47a82cb0824464d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-06T10:40:42Z",
    "title_canon_sha256": "55146a82d90fd8aed869e634bdb856af1bf6c379b80d741e4d2726a874423528"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03950",
    "kind": "arxiv",
    "version": 3
  }
}