Pith Number

pith:KCFWQIZN

pith:2025:KCFWQIZNTCGIKMTU4B2P7YN4XW

not attested not anchored not stored refs pending

V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning

Chenyang Si, Jian Hu, Shaogang Gong, Wei Li, Ziquan Liu, Zixu Cheng

arxiv:2503.11495 v1 · 2025-03-14 · 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{KCFWQIZNTCGIKMTU4B2P7YN4XW}

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

29 papers in Pith

CARE: Competence-Aware Reward Shaping for Adaptive Reasoning Length in Video-MLLMs

AnyGroundBench: A Specialized-Domain Benchmark for Video Grounding in Vision-Language Models

X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding

Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning

Receipt and verification

First computed	2026-07-05T10:31:32.966808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

508b68232d988c853274e074ffe1bcbd8dc388e7ff53caa4b46bebc9ee1e92f9

Aliases

arxiv: 2503.11495 · arxiv_version: 2503.11495v1 · doi: 10.48550/arxiv.2503.11495 · pith_short_12: KCFWQIZNTCGI · pith_short_16: KCFWQIZNTCGIKMTU · pith_short_8: KCFWQIZN

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/KCFWQIZNTCGIKMTU4B2P7YN4XW \
  | 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: 508b68232d988c853274e074ffe1bcbd8dc388e7ff53caa4b46bebc9ee1e92f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b76c0d26d6c387f1ba413f5458398d0f03aeebe2d6be94e8878b3514756d4b13",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-14T15:21:44Z",
    "title_canon_sha256": "e5d53799fbcffe03569350f4846f01d9e2c54490ed4e7279bc8efccf69719f25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11495",
    "kind": "arxiv",
    "version": 1
  }
}