Pith Number

pith:IIBU7NEK

pith:2024:IIBU7NEKIIHSLK4NTGVYOGLFOE

not attested not anchored not stored refs pending

TLDR: Token-Level Detective Reward Model for Large Vision Language Models

Deqing Fu, Guan Pang, Lawrence Chen, Pengchuan Zhang, Robin Jia, Rui Wang, Tong Xiao, Wang Zhu

arxiv:2410.04734 v2 · 2024-10-07 · cs.LG · cs.CL · 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{IIBU7NEKIIHSLK4NTGVYOGLFOE}

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	2026-07-05T10:19:29.234068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42034fb48a420f25ab8d99ab871965711eee473deba295cced71455a28c84056

Aliases

arxiv: 2410.04734 · arxiv_version: 2410.04734v2 · doi: 10.48550/arxiv.2410.04734 · pith_short_12: IIBU7NEKIIHS · pith_short_16: IIBU7NEKIIHSLK4N · pith_short_8: IIBU7NEK

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/IIBU7NEKIIHSLK4NTGVYOGLFOE \
  | 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: 42034fb48a420f25ab8d99ab871965711eee473deba295cced71455a28c84056

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28eea45c2f9f356381b0d2e07bccb76546a372b50172e0819a4e4fad4aa3023a",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-07T04:00:22Z",
    "title_canon_sha256": "b8d6ebb4d630dd96320c2b223d7089816d271f2c2167363f5568bfeb1b67b43c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04734",
    "kind": "arxiv",
    "version": 2
  }
}