Pith Number

pith:GXNZKWBV

pith:2024:GXNZKWBVP6XM23DYKGSQP573YT

not attested not anchored not stored refs pending

MM-InstructEval: Zero-Shot Evaluation of (Multimodal) Large Language Models on Multimodal Reasoning Tasks

Daling Wang, Ming Wang, Qi Sun, Shi Feng, Soujanya Poria, Wenfang Wu, Xiaocui Yang, Xiaoming Fu, Yang Li, Yifei Zhang

arxiv:2405.07229 v2 · 2024-05-12 · cs.MM

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\usepackage{pith}
\pithnumber{GXNZKWBVP6XM23DYKGSQP573YT}

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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

1 paper in Pith

Towards Multimodal Sentiment Analysis via Contrastive Cross-modal Retrieval Augmentation and Hierachical Prompts

Receipt and verification

First computed	2026-07-05T10:52:54.468399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35db9558357faecd6c7851a507f7fbc4cbb937cef67a4fb1d45830a7c91af046

Aliases

arxiv: 2405.07229 · arxiv_version: 2405.07229v2 · doi: 10.48550/arxiv.2405.07229 · pith_short_12: GXNZKWBVP6XM · pith_short_16: GXNZKWBVP6XM23DY · pith_short_8: GXNZKWBV

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/GXNZKWBVP6XM23DYKGSQP573YT \
  | 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: 35db9558357faecd6c7851a507f7fbc4cbb937cef67a4fb1d45830a7c91af046

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74346355194f557eb155b40a9bb9aa79b6095e3a16dc62258a8b33dce73065ff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2024-05-12T09:09:30Z",
    "title_canon_sha256": "78147cf0ed058657acf70ccbbdc5a157e755e7f5e15beca6c74bc9e472832d3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.07229",
    "kind": "arxiv",
    "version": 2
  }
}