Pith Number

pith:QFQWN44T

pith:2025:QFQWN44TNS5CUJPHFE6PAGGWNM

not attested not anchored not stored refs pending

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation

Ge Zhang, Ping Nie, Weiming Ren, Wenhu Chen, Wentao Ma, Yiming Jia, Zhuofeng Li

arxiv:2505.14640 v1 · 2025-05-20 · cs.CV

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\usepackage{pith}
\pithnumber{QFQWN44TNS5CUJPHFE6PAGGWNM}

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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

4 papers in Pith

Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity

Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding

TrajTok: Learning Trajectory Tokens enables better Video Understanding

WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors

Receipt and verification

First computed	2026-07-05T11:06:16.894054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

816166f3936cba2a25e7293cf018d66b041c13d14c6edcd30bb7686fb18cfb0c

Aliases

arxiv: 2505.14640 · arxiv_version: 2505.14640v1 · doi: 10.48550/arxiv.2505.14640 · pith_short_12: QFQWN44TNS5C · pith_short_16: QFQWN44TNS5CUJPH · pith_short_8: QFQWN44T

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/QFQWN44TNS5CUJPHFE6PAGGWNM \
  | 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: 816166f3936cba2a25e7293cf018d66b041c13d14c6edcd30bb7686fb18cfb0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8e7585cc723611c02d776132ec6177a1fe812a79e323542a9cfc28f721cbe91",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-20T17:26:32Z",
    "title_canon_sha256": "5022d687ef4d596d506f79047b49527ed014708909a3507703e9bffbbe2e15c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14640",
    "kind": "arxiv",
    "version": 1
  }
}