Pith Number

pith:XLG4XYSK

pith:2025:XLG4XYSKC7Y3TGS2HO3LO3JINY

not attested not anchored not stored refs pending

What Is The Performance Ceiling of My Classifier? Utilizing Category-Wise Influence Functions for Pareto Frontier Analysis

Anshuman Chhabra, Hongfu Liu, Joshua Liu, Shahriar Kabir Nahin, Wenxiao Xiao

arxiv:2510.03950 v2 · 2025-10-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XLG4XYSKC7Y3TGS2HO3LO3JINY}

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.

Receipt and verification

First computed	2026-07-31T00:10:09.754895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

bacdcbe24a17f1b99a5a3bb6b76d286e28f6b1d11a067ab232e2d39dd7202b64

Aliases

arxiv: 2510.03950 · arxiv_version: 2510.03950v2 · doi: 10.48550/arxiv.2510.03950 · pith_short_12: XLG4XYSKC7Y3 · pith_short_16: XLG4XYSKC7Y3TGS2 · pith_short_8: XLG4XYSK

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/XLG4XYSKC7Y3TGS2HO3LO3JINY \
  | 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: bacdcbe24a17f1b99a5a3bb6b76d286e28f6b1d11a067ab232e2d39dd7202b64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "539dcf434fc8e2b24b7b8049a688d3e0a63141f7a79ac77472bb1e87cbaff384",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-04T21:33:01Z",
    "title_canon_sha256": "464125fb5f68bff01ecefcb72ccb7f7130f5278dc40f00168d93602c92ed912d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.03950",
    "kind": "arxiv",
    "version": 2
  }
}