Pith Number

pith:MLAZVDUY

pith:2025:MLAZVDUY7ZXW2ETLXGTZQZKAUN

not attested not anchored not stored refs pending

VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism

Congzhi Zhang, Fei Ma, Haowen Sun, Heng Chang, Jiawei Peng, Weijiang Yu, Yilong Lai, Zhenglin Wang

arxiv:2506.08691 v1 · 2025-06-10 · 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{MLAZVDUY7ZXW2ETLXGTZQZKAUN}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T11:19:11.943000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62c19a8e98fe6f6d126bb9a7986540a366025a1c384409f39a117e567ccd32fd

Aliases

arxiv: 2506.08691 · arxiv_version: 2506.08691v1 · doi: 10.48550/arxiv.2506.08691 · pith_short_12: MLAZVDUY7ZXW · pith_short_16: MLAZVDUY7ZXW2ETL · pith_short_8: MLAZVDUY

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/MLAZVDUY7ZXW2ETLXGTZQZKAUN \
  | 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: 62c19a8e98fe6f6d126bb9a7986540a366025a1c384409f39a117e567ccd32fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6bcbb6b7705e886624a1827ce24c7c28fd4cffaf743c1307faf75f9ea73c8fa",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-10T11:02:36Z",
    "title_canon_sha256": "72ac99ec357bff474afa8f00ff52ee25594a7684d16938585d981e0ea2ceb8d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08691",
    "kind": "arxiv",
    "version": 1
  }
}