Pith Number

pith:PLVLTJTV

pith:2024:PLVLTJTVJQ3S77U76EUGDKL3CD

not attested not anchored not stored refs pending

Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks

Hongjun Wang, Kai Han, Sagar Vaze

arxiv:2408.16757 v2 · 2024-08-29 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PLVLTJTVJQ3S77U76EUGDKL3CD}

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

GEODE: Angle-Adaptive OOD Detection with Universal Scorer Compatibility

Receipt and verification

First computed	2026-07-05T09:01:05.716110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7aeab9a6754c372ffe9ff12861a97b10ec018a363e83ff67b1020c005ee2fd70

Aliases

arxiv: 2408.16757 · arxiv_version: 2408.16757v2 · doi: 10.48550/arxiv.2408.16757 · pith_short_12: PLVLTJTVJQ3S · pith_short_16: PLVLTJTVJQ3S77U7 · pith_short_8: PLVLTJTV

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/PLVLTJTVJQ3S77U76EUGDKL3CD \
  | 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: 7aeab9a6754c372ffe9ff12861a97b10ec018a363e83ff67b1020c005ee2fd70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4ab9940dcd874740d81fcf342b7ecc321d9df2e9ec46b6c3730b63c9d3aee07",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-29T17:55:07Z",
    "title_canon_sha256": "7f9ee3d0e4595e34e9da8fe2bbd96fb5131ea145cb705dc6c5ea0d3df08f8801"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.16757",
    "kind": "arxiv",
    "version": 2
  }
}