Pith Number

pith:FKH6QOCR

pith:2024:FKH6QOCRNRX2DDMSX2PGRZV4C2

not attested not anchored not stored refs pending

VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models

Bill Yuchen Lin, Chenxin An, Lei Li, Lingpeng Kong, Peiyi Wang, Qi Liu, Sujian Li, Tianyu Liu, Xuqing Yang, Yifan Song, Yuancheng Wei, Zhihui Xie

arxiv:2411.17451 v2 · 2024-11-26 · 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{FKH6QOCRNRX2DDMSX2PGRZV4C2}

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

4 papers in Pith

QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents

Reinforcement Learning from Human Feedback

RewardBench 2: Advancing Reward Model Evaluation

Unified Reward Model for Multimodal Understanding and Generation

Receipt and verification

First computed	2026-07-05T11:14:00.195900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a8fe838516c6fa18d92be9e68e6bc16abef30d10c5935a739ff0c67ed6a897a

Aliases

arxiv: 2411.17451 · arxiv_version: 2411.17451v2 · doi: 10.48550/arxiv.2411.17451 · pith_short_12: FKH6QOCRNRX2 · pith_short_16: FKH6QOCRNRX2DDMS · pith_short_8: FKH6QOCR

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/FKH6QOCRNRX2DDMSX2PGRZV4C2 \
  | 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: 2a8fe838516c6fa18d92be9e68e6bc16abef30d10c5935a739ff0c67ed6a897a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc38dd20736758e627568e1c04bb50e26bd149410a67f3097bdf99611042058e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-26T14:08:34Z",
    "title_canon_sha256": "81ad3178422e98c0ab0da61205f0f6d6f87a85fcb08b9a6b7dd12ee5419d6d60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17451",
    "kind": "arxiv",
    "version": 2
  }
}