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pith:ORMNIAVS

pith:2024:ORMNIAVSRS5XD3QFSJL62OYXNT
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A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks

Bao Ge, Chong Ma, Dinggang Shen, Hanqi Jiang, Jiaqi Wang, Mengyuan Liu, Ning Qiang, Peiran Gu, Shu Zhang, Sichen Xia, Tianming Liu, Tianyang Zhong, Tuo Zhang, Wei Zhang, Wenjun Li, Xi Jiang, Xintao Hu, Xin Zhang, Xu Zhang, Yiheng Liu, Yi Pan, Yutong Zhang, Zhengliang Liu, Zihao Wu

arxiv:2408.01319 v1 · 2024-08-02 · cs.AI

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\usepackage{pith}
\pithnumber{ORMNIAVSRS5XD3QFSJL62OYXNT}

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2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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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

10 papers in Pith

Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research
Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks
\textsc{MasFACT}: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer
FPBench: A Comprehensive Benchmark of Multimodal Large Language Models for Fingerprint Analysis
MCERF: Advancing Multimodal LLM Evaluation of Engineering Documentation with Enhanced Retrieval
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First computed 2026-07-05T08:51:30.106895Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7458d402b28cbb71ee059257ed3b176ccaab05070d7d056447ba4f02eb29a6db

Aliases

arxiv: 2408.01319 · arxiv_version: 2408.01319v1 · doi: 10.48550/arxiv.2408.01319 · pith_short_12: ORMNIAVSRS5X · pith_short_16: ORMNIAVSRS5XD3QF · pith_short_8: ORMNIAVS
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/ORMNIAVSRS5XD3QFSJL62OYXNT \
  | 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: 7458d402b28cbb71ee059257ed3b176ccaab05070d7d056447ba4f02eb29a6db
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "276bdf263568f699f4db0da359ebc8944b1b4a51b7ae70ec6a38bb20b643f438",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-02T15:14:53Z",
    "title_canon_sha256": "9c3b42bb93442adbc1d8759c15cfe15936d6ca03924da19bfd46cde586b1dcc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01319",
    "kind": "arxiv",
    "version": 1
  }
}