Pith Number

pith:32IHLLK2

pith:2024:32IHLLK2NRD3RTP4V36JKVAYQT

not attested not anchored not stored refs pending

A Hitchhiker's Guide to Understanding Performances of Two-Class Classifiers

Ana\"is Halin, Anthony Cioppa, Marc Van Droogenbroeck, S\'ebastien Pi\'erard

arxiv:2412.04377 v3 · 2024-12-05 · cs.CV · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{32IHLLK2NRD3RTP4V36JKVAYQT}

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

Event Detection in Videos: A Framework for the Development of New Methods

Receipt and verification

First computed	2026-07-05T10:44:20.490626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de9075ad5a6c47b8cdfcaefc95541884c7072c2d5508a68a8be741ecba3206ba

Aliases

arxiv: 2412.04377 · arxiv_version: 2412.04377v3 · doi: 10.48550/arxiv.2412.04377 · pith_short_12: 32IHLLK2NRD3 · pith_short_16: 32IHLLK2NRD3RTP4 · pith_short_8: 32IHLLK2

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/32IHLLK2NRD3RTP4V36JKVAYQT \
  | 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: de9075ad5a6c47b8cdfcaefc95541884c7072c2d5508a68a8be741ecba3206ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3b8715e5a9855d64bea623ef147943cc1f27077e2936151e5844d8fa18f7267",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-05T17:52:35Z",
    "title_canon_sha256": "0f5454261cb2c5ee8b9d8113cdc892d601d4409e3b45e6bd0b03f30c469bcb99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04377",
    "kind": "arxiv",
    "version": 3
  }
}