Pith Number

pith:PSQGL5I2

pith:2024:PSQGL5I2BMMDRGZ4PGUT3VBOZL

not attested not anchored not stored refs pending

Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning

Bingchen Zhao, Letian Zhang, Timothy Hospedales, Yongshuo Zong

arxiv:2406.12742 v1 · 2024-06-18 · 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{PSQGL5I2BMMDRGZ4PGUT3VBOZL}

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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

4 papers in Pith

StemBind: When MLLMs Get Lost Between Rules and Instances in Abstract Visual Reasoning

OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Receipt and verification

First computed	2026-07-05T08:33:50.806026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ca065f51a0b18389b3c79a93dd42ecaca5aef6ddabd15cddb8523f493030d5a

Aliases

arxiv: 2406.12742 · arxiv_version: 2406.12742v1 · doi: 10.48550/arxiv.2406.12742 · pith_short_12: PSQGL5I2BMMD · pith_short_16: PSQGL5I2BMMDRGZ4 · pith_short_8: PSQGL5I2

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/PSQGL5I2BMMDRGZ4PGUT3VBOZL \
  | 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: 7ca065f51a0b18389b3c79a93dd42ecaca5aef6ddabd15cddb8523f493030d5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dda66027e61a66f35426934194c6dad4375587503de03c31943709c79d4de1a1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-18T16:02:18Z",
    "title_canon_sha256": "1e247e2c733b370c370bfe3897654b82e61c2981f3528a3f796d946d4c662fca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12742",
    "kind": "arxiv",
    "version": 1
  }
}