Pith Number

pith:ZJK2577A

pith:2025:ZJK2577A3FXVSDUDUYXEACXLKX

not attested not anchored not stored refs pending

ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models

Dongyan Zhao, Huishuai Zhang, Xiaojun Meng, Yifan Wang, Yueqian Wang

arxiv:2507.09313 v2 · 2025-07-12 · 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{ZJK2577A3FXVSDUDUYXEACXLKX}

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

9 papers in Pith

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction

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

IPIBench: Evaluating Interactive Proactive Intelligence of MLLMs under Continuous Streams

StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video

Receipt and verification

First computed	2026-07-05T11:37:26.098419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca55aeffe0d96f590e83a62e400aeb55dfbdb50eda93b3493a0f1ebaa0811795

Aliases

arxiv: 2507.09313 · arxiv_version: 2507.09313v2 · doi: 10.48550/arxiv.2507.09313 · pith_short_12: ZJK2577A3FXV · pith_short_16: ZJK2577A3FXVSDUD · pith_short_8: ZJK2577A

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/ZJK2577A3FXVSDUDUYXEACXLKX \
  | 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: ca55aeffe0d96f590e83a62e400aeb55dfbdb50eda93b3493a0f1ebaa0811795

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e175b04acbc53b42689e0b0ff6b94d6a859234e5f1f3526613416d46d4054a9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-12T15:11:50Z",
    "title_canon_sha256": "ad9aefd4f1199505c30d59c0e2fdc28f4d8f229db34b93942566428891b4760c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09313",
    "kind": "arxiv",
    "version": 2
  }
}