Pith Number

pith:3IFOBBNH

pith:2024:3IFOBBNHVTGAZTIK57IOG2BBJM

not attested not anchored not stored refs pending

COEF-VQ: Cost-Efficient Video Quality Understanding through a Cascaded Multimodal LLM Framework

Bingfeng Deng, Hongyu Xiong, Ming Rui Wang, Sen Jia, Xin Dong, Yan Li, Zhenheng Yang

arxiv:2412.10435 v2 · 2024-12-11 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3IFOBBNHVTGAZTIK57IOG2BBJM}

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	2026-07-05T11:31:03.648517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da0ae085a7accc0ccd0aefd0e368214b30231c7775f36fea10c3cdc3999aa3e1

Aliases

arxiv: 2412.10435 · arxiv_version: 2412.10435v2 · doi: 10.48550/arxiv.2412.10435 · pith_short_12: 3IFOBBNHVTGA · pith_short_16: 3IFOBBNHVTGAZTIK · pith_short_8: 3IFOBBNH

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/3IFOBBNHVTGAZTIK57IOG2BBJM \
  | 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: da0ae085a7accc0ccd0aefd0e368214b30231c7775f36fea10c3cdc3999aa3e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c03d385eabcdbba08f5b340e409e5bedcaeb5ba3e5133949030db147444183f5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-11T08:10:32Z",
    "title_canon_sha256": "20511ff786950ff03dec01f3869b55bf473f522d3ff67c57a15b28415190054e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10435",
    "kind": "arxiv",
    "version": 2
  }
}