Pith Number

pith:FT4INJ2A

pith:2024:FT4INJ2AGM2WTKQRDTKZBIA3FB

not attested not anchored not stored refs pending

Exploring Perceptual Limitation of Multimodal Large Language Models

Filip Ilievski, Jiarui Zhang, Jinyi Hu, Mahyar Khayatkhoei, Maosong Sun

arxiv:2402.07384 v1 · 2024-02-12 · cs.CV · cs.AI · cs.LG

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

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\usepackage{pith}
\pithnumber{FT4INJ2AGM2WTKQRDTKZBIA3FB}

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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

3 papers in Pith

Look Before You Zoom: Adaptive Routing for the Resolution-Context Trade-off in Visual RAG

RISE: Reliable Improvement in Self-Evolving Vision-Language Models

Receipt and verification

First computed	2026-07-05T07:44:05.520677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cf886a740333569aa111cd590a01b2851c24e15d76644eb53d0ac6e9db460b7

Aliases

arxiv: 2402.07384 · arxiv_version: 2402.07384v1 · doi: 10.48550/arxiv.2402.07384 · pith_short_12: FT4INJ2AGM2W · pith_short_16: FT4INJ2AGM2WTKQR · pith_short_8: FT4INJ2A

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/FT4INJ2AGM2WTKQRDTKZBIA3FB \
  | 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: 2cf886a740333569aa111cd590a01b2851c24e15d76644eb53d0ac6e9db460b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03249e60eba5fe152a353e66b9e9f4e0ded986fc75e7f5bea018deaf62b54588",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-12T03:04:42Z",
    "title_canon_sha256": "6996924d2d1b11fdc2fa3aa09e7bb57886530c202e03f3cd94e71fbb3ec2b26b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07384",
    "kind": "arxiv",
    "version": 1
  }
}