Pith Number

pith:CTUEOY5P

pith:2025:CTUEOY5PZUJR5WYCDCYA7BOJNC

not attested not anchored not stored refs pending

Benchmarking Robustness of Contrastive Learning Models for Medical Image-Report Retrieval

Demetrio Deanda, Gongbo Liang, Jeong Yang, Young Lee, Yuktha Priya Masupalli, Zechun Cao

arxiv:2501.09134 v1 · 2025-01-15 · cs.CV · cs.AI · cs.CL · cs.IR · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CTUEOY5PZUJR5WYCDCYA7BOJNC}

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

On the Robustness of Medical Vision-Language Models: Are they Truly Generalizable?

Receipt and verification

First computed	2026-07-05T10:01:42.369195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14e84763afcd131edb0218b00f85c96888664a18cba00e432caa7b50715c6b1d

Aliases

arxiv: 2501.09134 · arxiv_version: 2501.09134v1 · doi: 10.48550/arxiv.2501.09134 · pith_short_12: CTUEOY5PZUJR · pith_short_16: CTUEOY5PZUJR5WYC · pith_short_8: CTUEOY5P

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/CTUEOY5PZUJR5WYCDCYA7BOJNC \
  | 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: 14e84763afcd131edb0218b00f85c96888664a18cba00e432caa7b50715c6b1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2800fa856df14051b375cca5b847d4cc5996b87c5173da7237395abf98845929",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-15T20:37:04Z",
    "title_canon_sha256": "587870f3d248b287e033eac1666cd5c7bfcb92546d246b81a6bd3b0fa4769d9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09134",
    "kind": "arxiv",
    "version": 1
  }
}