Pith Number

pith:Q542FHXH

pith:2023:Q542FHXHFOFIQX5WZDAX7HC42B

not attested not anchored not stored refs pending

What Can We Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers

Ido Galil, Mohammed Dabbah, Ran El-Yaniv

arxiv:2302.11874 v1 · 2023-02-23 · cs.LG · 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{Q542FHXHFOFIQX5WZDAX7HC42B}

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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

Uncertainty-Driven Reliability: Selective Prediction and Trustworthy Deployment in Modern Machine Learning

Receipt and verification

First computed	2026-07-05T05:44:57.517686Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8779a29ee72b8a885fb6c8c17f9c5cd06d16b59600346089523036621389be07

Aliases

arxiv: 2302.11874 · arxiv_version: 2302.11874v1 · doi: 10.48550/arxiv.2302.11874 · pith_short_12: Q542FHXHFOFI · pith_short_16: Q542FHXHFOFIQX5W · pith_short_8: Q542FHXH

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/Q542FHXHFOFIQX5WZDAX7HC42B \
  | 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: 8779a29ee72b8a885fb6c8c17f9c5cd06d16b59600346089523036621389be07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "374d020244a0bc25551bb059b43e8ca9c571eb4efa69f57e7fe63add5b85c614",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-23T09:25:28Z",
    "title_canon_sha256": "5d1475e2b56904b7c59a771297cf07048820fb51fdcf6d270ae91261fc77ac12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.11874",
    "kind": "arxiv",
    "version": 1
  }
}