Pith Number

pith:2PKFCTPZ

pith:2025:2PKFCTPZZR3BNV3XKAAH3YNJ27

not attested not anchored not stored refs pending

From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models

Jiashuo Sun, Junyu Gao, Muzhi Dai, Rui Li, Shixuan Liu, Xuelong Li, Zhiyuan Zhao

arxiv:2503.06260 v1 · 2025-03-08 · 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{2PKFCTPZZR3BNV3XKAAH3YNJ27}

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.

Cited by

2 papers in Pith

FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving

FedNSAM:Consistency of Local and Global Flatness for Federated Learning

Receipt and verification

First computed	2026-07-05T10:27:29.267023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3d4514df9cc7616d77750007de1a9d7c52cd3b03c87da5852bfedbc9437c85f

Aliases

arxiv: 2503.06260 · arxiv_version: 2503.06260v1 · doi: 10.48550/arxiv.2503.06260 · pith_short_12: 2PKFCTPZZR3B · pith_short_16: 2PKFCTPZZR3BNV3X · pith_short_8: 2PKFCTPZ

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/2PKFCTPZZR3BNV3XKAAH3YNJ27 \
  | 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: d3d4514df9cc7616d77750007de1a9d7c52cd3b03c87da5852bfedbc9437c85f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25b0cfa88e978bea5d9983d69f66011e0de1c2a406ed851e0fb25aa837b404ae",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-08T16:13:18Z",
    "title_canon_sha256": "dd45053601e87fbe1e0ed13d1e9802d787e24c9b2006e7befa0009b2c2138cf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06260",
    "kind": "arxiv",
    "version": 1
  }
}