Pith Number

pith:37YE23GA

pith:2025:37YE23GAMFPVIHZNOU54ZXWAD5

not attested not anchored not stored refs pending

Facial Attractiveness Prediction in Live Streaming: A New Benchmark and Multi-modal Method

Guangtao Zhai, Hongjiu Yu, Hui Li, Huiyu Duan, Kai Li, Libo Wang, Xiaoyu Ren, Xiongkuo Min, Xu Liu, Ying Chen

arxiv:2501.02509 v2 · 2025-01-05 · 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{37YE23GAMFPVIHZNOU54ZXWAD5}

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	2026-07-05T10:30:29.758147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dff04d6cc0615f541f2d753bccdec01f6c07f1dbb8c6fac36a3101c07edaaae8

Aliases

arxiv: 2501.02509 · arxiv_version: 2501.02509v2 · doi: 10.48550/arxiv.2501.02509 · pith_short_12: 37YE23GAMFPV · pith_short_16: 37YE23GAMFPVIHZN · pith_short_8: 37YE23GA

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/37YE23GAMFPVIHZNOU54ZXWAD5 \
  | 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: dff04d6cc0615f541f2d753bccdec01f6c07f1dbb8c6fac36a3101c07edaaae8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ced7340f05bc6f4b15cd33a5173000ecd2fe3ca5c2fcc635900ef52e72c3dfef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-05T11:43:35Z",
    "title_canon_sha256": "962183873357b16072f7bccee98b8f72accd5de8bab84c7317b6e2118d51b7a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02509",
    "kind": "arxiv",
    "version": 2
  }
}