Pith Number

pith:S53SVZI6

pith:2022:S53SVZI6FSFSBQ6YXFNRHTM4H2

not attested not anchored not stored refs pending

Adaptive Testing of Computer Vision Models

Gabriel Ilharco, Irena Gao, Marco Tulio Ribeiro, Scott Lundberg

arxiv:2212.02774 v2 · 2022-12-06 · 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{S53SVZI6FSFSBQ6YXFNRHTM4H2}

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

AdaptMI: Adaptive Skill-based In-context Math Instruction for Small Language Models

Receipt and verification

First computed	2026-07-05T06:42:03.125362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97772ae51e2c8b20c3d8b95b13cd9c3eaec6c709acc0a23e2eac55ef659e43e9

Aliases

arxiv: 2212.02774 · arxiv_version: 2212.02774v2 · doi: 10.48550/arxiv.2212.02774 · pith_short_12: S53SVZI6FSFS · pith_short_16: S53SVZI6FSFSBQ6Y · pith_short_8: S53SVZI6

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/S53SVZI6FSFSBQ6YXFNRHTM4H2 \
  | 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: 97772ae51e2c8b20c3d8b95b13cd9c3eaec6c709acc0a23e2eac55ef659e43e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b91b445fe77a64cb0bd26c0caff0137dce0a640648ea725b3fcf4a297125ca9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-06T05:52:31Z",
    "title_canon_sha256": "121128b94cd64b4d3e3d01bbbcd81f0f8f741bed956c65f730c33f626367df00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.02774",
    "kind": "arxiv",
    "version": 2
  }
}