Pith Number

pith:NMBNLFMA

pith:2025:NMBNLFMA4F75LGY22MBIIXMGPY

not attested not anchored not stored refs pending

EffiEval: Efficient and Generalizable Model Evaluation via Capability Coverage Maximization

Jiahao Ying, Yaoning Wang, Yixin Cao, Yubo Ma, Yugang Jiang

arxiv:2508.09662 v1 · 2025-08-13 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NMBNLFMA4F75LGY22MBIIXMGPY}

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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

Efficient Benchmarking Is Just Feature Selection and Multiple Regression

Receipt and verification

First computed	2026-07-05T11:53:19.402139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b02d59580e17fd59b1ad302845d867e2c1b70af32ae877a97498f91acb783ca

Aliases

arxiv: 2508.09662 · arxiv_version: 2508.09662v1 · doi: 10.48550/arxiv.2508.09662 · pith_short_12: NMBNLFMA4F75 · pith_short_16: NMBNLFMA4F75LGY2 · pith_short_8: NMBNLFMA

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/NMBNLFMA4F75LGY22MBIIXMGPY \
  | 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: 6b02d59580e17fd59b1ad302845d867e2c1b70af32ae877a97498f91acb783ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25e73773a451575bf347171c0063c154809d94e858274667f6eb9533a78ea850",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-13T09:48:23Z",
    "title_canon_sha256": "534d95f13da262f643cee1f137d07367226026e8c976e5e7596223df140f013c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09662",
    "kind": "arxiv",
    "version": 1
  }
}