Pith Number

pith:IN2T3CCH

pith:2023:IN2T3CCHCBXWLGLQ3KDP54FT4V

not attested not anchored not stored refs pending

Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps

Ali Ert\"urk, Annika Reinke, Benedikt Wiestler, Bjoern Menze, Daniel Rueckert, Ezequiel de la Rosa, Fabian Isensee, Florian Kofler, Hendrik M\"oller, Isra Mekki, Ivan Ezhov, Jan S. Kirschke, Josef A. Buchner, Marcel Rosier, Marie Piraud, Moritz Negwer, Rami Al-Maskari, Sarthak Pati, Shankeeth Vinayahalingam, Stefan K. Ehrlich, Suprosanna Shit

arxiv:2312.02608 v1 · 2023-12-05 · cs.CV · cs.AI · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IN2T3CCHCBXWLGLQ3KDP54FT4V}

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

2 papers in Pith

Redefining Instance Matching: A Unified Framework for Part-Aware Matching in Panoptic Segmentation Evaluation

One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

Receipt and verification

First computed	2026-07-05T07:20:20.534574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43753d8847106f659970da86fef0b3e54ec8d237ae40eb9c627e66a360a038c4

Aliases

arxiv: 2312.02608 · arxiv_version: 2312.02608v1 · doi: 10.48550/arxiv.2312.02608 · pith_short_12: IN2T3CCHCBXW · pith_short_16: IN2T3CCHCBXWLGLQ · pith_short_8: IN2T3CCH

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/IN2T3CCHCBXWLGLQ3KDP54FT4V \
  | 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: 43753d8847106f659970da86fef0b3e54ec8d237ae40eb9c627e66a360a038c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d6f8180f252bf3950e6e583b4c779a62e302a5658c9b39cc07e3d05dec951bd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-05T09:34:56Z",
    "title_canon_sha256": "76c3f641266519d2eb60bc79a5ee86264e92a227df0bdef902cea588c7b533a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02608",
    "kind": "arxiv",
    "version": 1
  }
}