Pith Number

pith:YV2S2RHP

pith:2025:YV2S2RHPRUL2E54JHXQK47VCNH

not attested not anchored not stored refs pending

VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Haodong Duan, Jifeng Dai, Jinguo Zhu, Lewei Lu, Lianjie Chen, Shenglong Ye, Weiyun Wang, Wenhai Wang, Xiangyu Zhao, Xizhou Zhu, Yangzhou Liu, Yue Cao, Yu Qiao, Zhangwei Gao, Zhe Chen

arxiv:2503.10291 v1 · 2025-03-13 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YV2S2RHPRUL2E54JHXQK47VCNH}

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

27 papers in Pith

Reasoning as Intersection: Consensus-Frame Alignment for Visual Focus in Video-MLLMs

Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning

Improving Multimodal Reasoning via Worst Dimension Optimization

SCI-PRM: A Tool Aware Process Reward Model for Scientific Reasoning Verification

ATLAS: Agentic Test-time Learning-to-Allocate Scaling

Receipt and verification

First computed	2026-07-05T10:30:42.373834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5752d44ef8d17a277893de0ae7ea269d5531b569c363317af967565b63eec5d

Aliases

arxiv: 2503.10291 · arxiv_version: 2503.10291v1 · doi: 10.48550/arxiv.2503.10291 · pith_short_12: YV2S2RHPRUL2 · pith_short_16: YV2S2RHPRUL2E54J · pith_short_8: YV2S2RHP

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/YV2S2RHPRUL2E54JHXQK47VCNH \
  | 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: c5752d44ef8d17a277893de0ae7ea269d5531b569c363317af967565b63eec5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0722d520b6034a4443ce9c2a0c881e71e31c908dac1435fbe54e2c1113b308a",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-13T12:03:37Z",
    "title_canon_sha256": "2520e0577d4dd68b6676089965df733e9e4ca941a14e298da024840adae489c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10291",
    "kind": "arxiv",
    "version": 1
  }
}