Pith Number

pith:FQZ7EEIK

pith:2025:FQZ7EEIKY3LC3VFFDERBHP4PRF

not attested not anchored not stored refs pending

VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues

Dongyu Yao, Jianshu Zhang, Paul Pu Liang, Renjie Pi, Yi R. Fung

arxiv:2502.12084 v4 · 2025-02-17 · 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{FQZ7EEIKY3LC3VFFDERBHP4PRF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

4 papers in Pith

DataClaw0: Agentic Tailoring Multimodal Data from Raw Streams

TCAP: Tri-Component Attention Profiling for Unsupervised Backdoor Detection in MLLM Fine-Tuning

EMCompress: Video-LLMs with Endomorphic Multimodal Compression

CGC: Compositional Grounded Contrast for Fine-Grained Multi-Image Understanding

Receipt and verification

First computed	2026-07-05T11:30:41.579735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c33f2110ac6d62dd4a5192213bf8f89581c80a7629271913f6d9cc67a4f1d83

Aliases

arxiv: 2502.12084 · arxiv_version: 2502.12084v4 · doi: 10.48550/arxiv.2502.12084 · pith_short_12: FQZ7EEIKY3LC · pith_short_16: FQZ7EEIKY3LC3VFF · pith_short_8: FQZ7EEIK

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/FQZ7EEIKY3LC3VFFDERBHP4PRF \
  | 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: 2c33f2110ac6d62dd4a5192213bf8f89581c80a7629271913f6d9cc67a4f1d83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c390bd8dd034259da5be4b3549665e8d2ee037130613e235959bbe7a74feaa6f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T17:57:50Z",
    "title_canon_sha256": "ed740f3f7da9d994aab793e7a9bcc4250a84ed4c6dd343119301b9279d935375"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12084",
    "kind": "arxiv",
    "version": 4
  }
}