Pith Number

pith:GQQJWON5

pith:2026:GQQJWON52QWJO3YH2V2BX4QAOF

not attested not anchored not stored refs pending

Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs

Brejesh Lall, Darakshan Rashid, Dwarikanath Mahapatra, Mohammad Yaqub, Raza Imam, Yutong Xie

arxiv:2607.16726 v1 · 2026-07-18 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GQQJWON52QWJO3YH2V2BX4QAOF}

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.

Receipt and verification

First computed	2026-07-21T01:20:23.822860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34209b39bdd42c976f07d5741bf200715693d124f5ac5d00dac4690efba5bb41

Aliases

arxiv: 2607.16726 · arxiv_version: 2607.16726v1 · doi: 10.48550/arxiv.2607.16726 · pith_short_12: GQQJWON52QWJ · pith_short_16: GQQJWON52QWJO3YH · pith_short_8: GQQJWON5

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/GQQJWON52QWJO3YH2V2BX4QAOF \
  | 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: 34209b39bdd42c976f07d5741bf200715693d124f5ac5d00dac4690efba5bb41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea7c72c5b34ff73e1d03fee5083c45943c879d0074b71b4155017d7906793f84",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-18T09:24:39Z",
    "title_canon_sha256": "22f9dcfc73f5c5444b583298e2b360caa45454ce2b9667a69fe26f4cb329fbb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.16726",
    "kind": "arxiv",
    "version": 1
  }
}