Pith Number

pith:2KZDX5K4

pith:2025:2KZDX5K4XMCGZ3WIM36VMVWLTK

not attested not anchored not stored refs pending

VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models

Daoxin Zhang, Jiacheng Ruan, Ting Liu, Wenzhen Yuan, Xian Gao, Yao Hu, Ye Guo, Yuzhuo Fu, Zhe Xu

arxiv:2503.07478 v1 · 2025-03-10 · 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{2KZDX5K4XMCGZ3WIM36VMVWLTK}

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

3 papers in Pith

Reinforcement Learning from Human Feedback

RewardBench 2: Advancing Reward Model Evaluation

Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling

Receipt and verification

First computed	2026-07-05T10:27:57.130813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2b23bf55cbb046ceec866fd5656cb9a85b68d676d8291fef20c7da5691030b7

Aliases

arxiv: 2503.07478 · arxiv_version: 2503.07478v1 · doi: 10.48550/arxiv.2503.07478 · pith_short_12: 2KZDX5K4XMCG · pith_short_16: 2KZDX5K4XMCGZ3WI · pith_short_8: 2KZDX5K4

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/2KZDX5K4XMCGZ3WIM36VMVWLTK \
  | 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: d2b23bf55cbb046ceec866fd5656cb9a85b68d676d8291fef20c7da5691030b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5030d569d60b053ce438db2c2b90e008602dfaf89cfa7c7552588246f0d1bd74",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-10T15:52:57Z",
    "title_canon_sha256": "4f2aec3c17e61e0309291a66b6027c4b8d9632574f98c828b6e2766f3be2de86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07478",
    "kind": "arxiv",
    "version": 1
  }
}