Pith Number

pith:Y3F2MNQH

pith:2023:Y3F2MNQHNF6ZPRX5LYOWCAN5P2

not attested not anchored not stored refs pending

What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation

Benedikt Blumenstiel, Hilde K\"uhne, Johannes Jakubik, Michael V\"ossing

arxiv:2306.15521 v3 · 2023-06-27 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y3F2MNQHNF6ZPRX5LYOWCAN5P2}

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

Test-Time Optimization for Domain Adaptive Open Vocabulary Segmentation

Receipt and verification

First computed	2026-07-05T07:24:51.304011Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6cba63607697d97c6fd5e1d6101bd7e9fe945099802cb5afda988563f043ed7

Aliases

arxiv: 2306.15521 · arxiv_version: 2306.15521v3 · doi: 10.48550/arxiv.2306.15521 · pith_short_12: Y3F2MNQHNF6Z · pith_short_16: Y3F2MNQHNF6ZPRX5 · pith_short_8: Y3F2MNQH

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/Y3F2MNQHNF6ZPRX5LYOWCAN5P2 \
  | 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: c6cba63607697d97c6fd5e1d6101bd7e9fe945099802cb5afda988563f043ed7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af55dde4c3d532c83b921d11e225235267fc0a46cd1d56e30609d375366cdb43",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-27T14:47:43Z",
    "title_canon_sha256": "89ddb035ca53de32a7f88c88bb232368f704e9345cffb2258962c6bfe6bd1d99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15521",
    "kind": "arxiv",
    "version": 3
  }
}