Pith Number

pith:E3YN6P6O

pith:2025:E3YN6P6OFBEJXZMGAZ46JS3GW7

not attested not anchored not stored refs pending

Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes

Chengzu Li, Furu Wei, Haochen Tian, Huanyu Zhang, Ivan Vuli\'c, Liang Wang, Shaoguang Mao, Tieniu Tan, Wenshan Wu, Yifan Zhang, Zhang Zhang

arxiv:2504.15037 v2 · 2025-04-21 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E3YN6P6OFBEJXZMGAZ46JS3GW7}

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

1 paper in Pith

AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models

Receipt and verification

First computed	2026-07-05T11:14:58.571006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26f0df3fce28489be5860679e4cb66b7d6b46214603f9cb4df590f48e6c10432

Aliases

arxiv: 2504.15037 · arxiv_version: 2504.15037v2 · doi: 10.48550/arxiv.2504.15037 · pith_short_12: E3YN6P6OFBEJ · pith_short_16: E3YN6P6OFBEJXZMG · pith_short_8: E3YN6P6O

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/E3YN6P6OFBEJXZMGAZ46JS3GW7 \
  | 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: 26f0df3fce28489be5860679e4cb66b7d6b46214603f9cb4df590f48e6c10432

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96f16380859dcb3c67ef0247af4213000c57f62c2920835ee1f6965e8d46194c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-21T11:48:39Z",
    "title_canon_sha256": "fe01bdf9c539e830590dea0fc10c8dfdf9b31305e896253dc0c2ed3ca6b0bd1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.15037",
    "kind": "arxiv",
    "version": 2
  }
}