Pith. sign in
Pith Number

pith:VF4BZCXH

pith:2025:VF4BZCXHXDPQQDJR3M6IGEBFTK
not attested not anchored not stored refs pending

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models

Hang Song, Hao Fei, Linfeng Li, Qi Xu, Rui Yang, Shilin Xu, Tao Zhang, Wei Chow, Xiangtai Li, Yanwei Li, Yueyi Sun, Yunhai Tong

arxiv:2505.24164 v1 · 2025-05-30 · cs.CL · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VF4BZCXHXDPQQDJR3M6IGEBFTK}

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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.
Receipt and verification
First computed 2026-07-05T11:22:41.132670Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a9781c8ae7b8df080d31db3c8310259a8ed37aa81d29be6125121b99871fe1d9

Aliases

arxiv: 2505.24164 · arxiv_version: 2505.24164v1 · doi: 10.48550/arxiv.2505.24164 · pith_short_12: VF4BZCXHXDPQ · pith_short_16: VF4BZCXHXDPQQDJR · pith_short_8: VF4BZCXH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VF4BZCXHXDPQQDJR3M6IGEBFTK \
  | 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: a9781c8ae7b8df080d31db3c8310259a8ed37aa81d29be6125121b99871fe1d9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "176c2b6b4afaa394cae0bc44b32f14391928344f4163d7c8750297fbacbc9076",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-30T03:11:46Z",
    "title_canon_sha256": "4761cff64a25aada6967cd8d212e14a858a87ac570ad631b0cdc16e42a3bb90e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24164",
    "kind": "arxiv",
    "version": 1
  }
}