Pith Number

pith:2XTA3TII

pith:2024:2XTA3TII524RUBOZMB4WWEMATB

not attested not anchored not stored refs pending

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension

Chung-Ching Lin, Furong Huang, Hongjin Lu, Kevin Lin, Lijuan Wang, Linjie Li, Xiyao Wang, Yuancheng Xu, Zhengyuan Yang

arxiv:2412.03704 v3 · 2024-12-04 · cs.CV · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2XTA3TII524RUBOZMB4WWEMATB}

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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

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

Receipt and verification

First computed	2026-07-05T11:29:52.876720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5e60dcd08eeb91a05d960796b118098716add6a7bb5d40376a74bb0cba94abf

Aliases

arxiv: 2412.03704 · arxiv_version: 2412.03704v3 · doi: 10.48550/arxiv.2412.03704 · pith_short_12: 2XTA3TII524R · pith_short_16: 2XTA3TII524RUBOZ · pith_short_8: 2XTA3TII

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/2XTA3TII524RUBOZMB4WWEMATB \
  | 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: d5e60dcd08eeb91a05d960796b118098716add6a7bb5d40376a74bb0cba94abf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9e02807ce58d195c52a025d3c74a2bbe66280adc61c0eafdf8a1651fa313de0",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-04T20:35:07Z",
    "title_canon_sha256": "478b5c979cbbbf51c6e33b67ead3be1004c018c2f0fa7e87f75aa407d6b48a41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03704",
    "kind": "arxiv",
    "version": 3
  }
}