Pith Number

pith:BG6KOY6C

pith:2024:BG6KOY6CM3RKLSDY6X2RSNMIAC

not attested not anchored not stored refs pending

Vision language models are blind: Failing to translate detailed visual features into words

Anh Totti Nguyen, Logan Bolton, Mohammad Reza Taesiri, Pooyan Rahmanzadehgervi

arxiv:2407.06581 v6 · 2024-07-09 · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{BG6KOY6CM3RKLSDY6X2RSNMIAC}

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Record completeness

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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

21 papers in Pith

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The Inattentional Gap: Task-Conditioned Language and Vision Models Omit the Safety-Critical Signals They Can Otherwise Report

Beyond 'One Language, One Script': Quantifying Orthographic Bias in Multilingual VLMs with PuMVR

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients

The Last Visible Pixel: Probing Fine-Scale Perception in Vision-Language Models

Receipt and verification

First computed	2026-07-05T10:40:01.797129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09bca763c266e2a5c878f5f519358800899b740e3662a488acd43ee337938f74

Aliases

arxiv: 2407.06581 · arxiv_version: 2407.06581v6 · doi: 10.48550/arxiv.2407.06581 · pith_short_12: BG6KOY6CM3RK · pith_short_16: BG6KOY6CM3RKLSDY · pith_short_8: BG6KOY6C

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/BG6KOY6CM3RKLSDY6X2RSNMIAC \
  | 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: 09bca763c266e2a5c878f5f519358800899b740e3662a488acd43ee337938f74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e06eec9a522049bb54688489248f8922c21121b3f70e5e0429f151449eae9464",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-09T06:20:17Z",
    "title_canon_sha256": "2175894e042d99792aaf61c8ee9d2fa6bb3b8a564ea5b6c8f0053010e56afed7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.06581",
    "kind": "arxiv",
    "version": 6
  }
}