Pith Number

pith:Q45DGSPF

pith:2024:Q45DGSPFMM4MN4QQLYKP72QEW6

not attested not anchored not stored refs pending

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent

Fei Huang, Hai-Tao Zheng, Hui Wang, Jingren Zhou, Philip S. Yu, Xinran Zheng, Xinyu Wang, Yangning Li, Yinghui Li, Yong Jiang, Zhen Zhang

arxiv:2411.02937 v5 · 2024-11-05 · cs.CL

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\usepackage{pith}
\pithnumber{Q45DGSPFMM4MN4QQLYKP72QEW6}

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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

9 papers in Pith

MMAgent-R$^2$: Learning to Rerank and Reject for Agentic mRAG

SVFSearch: A Multimodal Knowledge-Intensive Benchmark for Short-Video Frame Search in the Gaming Vertical Domain

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation

Agentic Reasoning for Large Language Models

Receipt and verification

First computed	2026-07-05T11:09:03.789261Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

873a3349e56338c6f2105e14ffea04b7a93cf2a85d79781ecc2c6f664db07f81

Aliases

arxiv: 2411.02937 · arxiv_version: 2411.02937v5 · doi: 10.48550/arxiv.2411.02937 · pith_short_12: Q45DGSPFMM4M · pith_short_16: Q45DGSPFMM4MN4QQ · pith_short_8: Q45DGSPF

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/Q45DGSPFMM4MN4QQLYKP72QEW6 \
  | 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: 873a3349e56338c6f2105e14ffea04b7a93cf2a85d79781ecc2c6f664db07f81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "337d54d82e9c6002fd3c0c5e2e18432edf8c5b51572bd102329dada048fd3554",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-05T09:27:21Z",
    "title_canon_sha256": "2a11fb552a5af482f2f2c6e30ca371d69f641551db271bff841c2e452b4b621e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02937",
    "kind": "arxiv",
    "version": 5
  }
}