Pith Number

pith:7J4GVTWM

pith:2024:7J4GVTWMPBIKUNZOHQWXUAXZXM

not attested not anchored not stored refs pending

African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification

Goran Glava\v{s}, Gregor Geigle, Radu Timofte

arxiv:2406.14496 v1 · 2024-06-20 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7J4GVTWMPBIKUNZOHQWXUAXZXM}

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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

Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation

Can Textual Reasoning Improve the Performance of MLLMs on Fine-grained Visual Classification?

Fine-R1: Make Multi-modal LLMs Excel in Fine-Grained Visual Recognition by Chain-of-Thought Reasoning

Receipt and verification

First computed	2026-07-05T08:34:51.591347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa786acecc7850aa372e3c2d7a02f9bb067fc41044e20cd4becdc8b657b1b905

Aliases

arxiv: 2406.14496 · arxiv_version: 2406.14496v1 · doi: 10.48550/arxiv.2406.14496 · pith_short_12: 7J4GVTWMPBIK · pith_short_16: 7J4GVTWMPBIKUNZO · pith_short_8: 7J4GVTWM

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/7J4GVTWMPBIKUNZOHQWXUAXZXM \
  | 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: fa786acecc7850aa372e3c2d7a02f9bb067fc41044e20cd4becdc8b657b1b905

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b344f9201bcaf0e5c88e35475f91b05435a9497342ba5ecc8749f4317ad1f51d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-20T16:59:39Z",
    "title_canon_sha256": "bc75b3d1dd1fd8de566c10a8ff848a2ee4719e096fdf6557dd3f6f91d89d8665"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.14496",
    "kind": "arxiv",
    "version": 1
  }
}