Pith Number

pith:4XAC24VB

pith:2024:4XAC24VB3QG4V5GX5RHFXGZHCE

not attested not anchored not stored refs pending

ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation

Carsten T. L\"uth, Kim-Celine Kahl, Klaus Maier-Hein, Maximilian Zenk, Paul F. Jaeger

arxiv:2401.08501 v2 · 2024-01-16 · 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{4XAC24VB3QG4V5GX5RHFXGZHCE}

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	2026-07-05T08:14:52.604423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5c02d72a1dc0dcaf4d7ec4e5b9b27113b41485e756ffb18f9b74c8833ee188c

Aliases

arxiv: 2401.08501 · arxiv_version: 2401.08501v2 · doi: 10.48550/arxiv.2401.08501 · pith_short_12: 4XAC24VB3QG4 · pith_short_16: 4XAC24VB3QG4V5GX · pith_short_8: 4XAC24VB

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/4XAC24VB3QG4V5GX5RHFXGZHCE \
  | 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: e5c02d72a1dc0dcaf4d7ec4e5b9b27113b41485e756ffb18f9b74c8833ee188c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa1fb8050e55ed32095402e911c7fc9ba7ba117f00583f3dd90d59c05ca0ab16",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-16T17:02:21Z",
    "title_canon_sha256": "02282ecd60246abc42d74e2e652804fa22de3b12ca0c62b39f04265fe0fa7776"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08501",
    "kind": "arxiv",
    "version": 2
  }
}