Pith Number

pith:H6FQWMT2

pith:2024:H6FQWMT2OVM4PJKLOHNKADWXQP

not attested not anchored not stored refs pending

MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Chuanhao Li, Fanqing Meng, Hao Tian, Jiaqi Liao, Jifeng Dai, Jin Wang, Kaipeng Zhang, Ping Luo, Quanfeng Lu, Wenqi Shao, Xizhou Zhu, Yu Qiao

arxiv:2408.02718 v1 · 2024-08-05 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H6FQWMT2OVM4PJKLOHNKADWXQP}

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

11 papers in Pith

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning

Safe Alone, Unsafe Together: Safeguarding Against Implicit Toxicity When Benign Images Combine

The Cartesian Shortcut: Re-evaluate Vision Reasoning in Polar Coordinate Space

Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning

Decoding the Pulse of Reasoning VLMs in Multi-Image Understanding Tasks

Receipt and verification

First computed	2026-07-05T08:52:39.160572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f8b0b327a7559c7a54b71daa00ed783cade0c075d6a8d45b8a19604a9c3acc9

Aliases

arxiv: 2408.02718 · arxiv_version: 2408.02718v1 · doi: 10.48550/arxiv.2408.02718 · pith_short_12: H6FQWMT2OVM4 · pith_short_16: H6FQWMT2OVM4PJKL · pith_short_8: H6FQWMT2

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/H6FQWMT2OVM4PJKLOHNKADWXQP \
  | 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: 3f8b0b327a7559c7a54b71daa00ed783cade0c075d6a8d45b8a19604a9c3acc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9124228370bb93b8afb617127a0413d9477d3faf5d4a20d27178dc5d5a0d29e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-05T17:56:41Z",
    "title_canon_sha256": "3c749d4667e7a792e1306d7e725985f99ff2fddbc2d8f25e06cf8af7833f9aac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02718",
    "kind": "arxiv",
    "version": 1
  }
}