Pith Number

pith:5OOGL74W

pith:2024:5OOGL74WVCCLTLBCBN3K4SIDQY

not attested not anchored not stored refs pending

VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning

Bingxuan Li, Da Yin, Kai-Wei Chang, Nanyun Peng, Pan Lu, Xueqing Wu, Yuheng Ding

arxiv:2412.02172 v2 · 2024-12-03 · cs.CV · cs.AI · 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{5OOGL74WVCCLTLBCBN3K4SIDQY}

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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

MagiC: Evaluating Multimodal Cognition Toward Grounded Visual Reasoning

Receipt and verification

First computed	2026-07-05T10:33:40.628407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb9c65ff96a884b9ac220b76ae49038626a090952482551c697a6c296db1e270

Aliases

arxiv: 2412.02172 · arxiv_version: 2412.02172v2 · doi: 10.48550/arxiv.2412.02172 · pith_short_12: 5OOGL74WVCCL · pith_short_16: 5OOGL74WVCCLTLBC · pith_short_8: 5OOGL74W

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/5OOGL74WVCCLTLBCBN3K4SIDQY \
  | 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: eb9c65ff96a884b9ac220b76ae49038626a090952482551c697a6c296db1e270

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40b532dac5948d451386a9e7d9803b367fbf227ef69b024c07957c3e6b9a2ccf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-03T05:04:49Z",
    "title_canon_sha256": "83109f974393ed215036f2091aa1c6d41266a92b437cc068eaeab0e6197bf67f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02172",
    "kind": "arxiv",
    "version": 2
  }
}