Pith Number

pith:HLAVBY5A

pith:2024:HLAVBY5AMPMCPJYHBRJUUESH7S

not attested not anchored not stored refs pending

A Survey on Benchmarks of Multimodal Large Language Models

Chaoyou Fu, Chengjie Wang, Ding Qi, Hao Fei, Jian Li, Meng Luo, Ming Dai, Min Xia, Wankou Yang, Weiheng Lu, Yabiao Wang, Ying Tai, Yizhang Jin, Zhenye Gan

arxiv:2408.08632 v2 · 2024-08-16 · cs.CL · cs.AI · 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{HLAVBY5AMPMCPJYHBRJUUESH7S}

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

12 papers in Pith

MMGist: A Comprehensive Multimodal Benchmark for 2027

DisasterBench: A Multimodal Benchmark for UAV-Based Disaster Response in Complex Environments

MorphoQuant: Modality-Aware Quantization for Omni-modal Large Language Models

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization

Receipt and verification

First computed	2026-07-05T09:03:55.319476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ac150e3a063d827a7070c534a1247fc8166f8a4213cf3f5772a916f866a3d34

Aliases

arxiv: 2408.08632 · arxiv_version: 2408.08632v2 · doi: 10.48550/arxiv.2408.08632 · pith_short_12: HLAVBY5AMPMC · pith_short_16: HLAVBY5AMPMCPJYH · pith_short_8: HLAVBY5A

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/HLAVBY5AMPMCPJYHBRJUUESH7S \
  | 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: 3ac150e3a063d827a7070c534a1247fc8166f8a4213cf3f5772a916f866a3d34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abc53a326e61881018b120dec37ce7a7959e819e07d16bd751e59fe05cca9187",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-16T09:52:02Z",
    "title_canon_sha256": "817d50fd02e0b0cef276840729a5812456025ee590012e8219ce5a04f012122c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08632",
    "kind": "arxiv",
    "version": 2
  }
}