Pith Number

pith:N3FN3RB6

pith:2024:N3FN3RB6VYYSH3BNJBVFRJ2MIY

not attested not anchored not stored refs pending

Vinoground: Scrutinizing LMMs over Dense Temporal Reasoning with Short Videos

Jianrui Zhang, Mu Cai, Yong Jae Lee

arxiv:2410.02763 v1 · 2024-10-03 · cs.CV · cs.AI · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N3FN3RB6VYYSH3BNJBVFRJ2MIY}

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

5 papers in Pith

TLG: Temporal-Logic Grounding for Video Question Answering via Source-Annotation Reconstruction and Category-Targeted Reasoning

Which Way Did It Move? Diagnosing and Overcoming Directional Motion Blindness in Video-LLMs

ReGATE: Learning Faster and Better with Fewer Tokens in MLLMs

Multimodal Language Models Cannot Spot Spatial Inconsistencies

Lost in Adaptation: Layer-Selective Recovery of Temporal Reasoning in Video-Language Models

Receipt and verification

First computed	2026-07-05T09:15:24.832550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ecaddc43eae3123ec2d486a58a74c4633442ccf9a9e2bade329de634b045169

Aliases

arxiv: 2410.02763 · arxiv_version: 2410.02763v1 · doi: 10.48550/arxiv.2410.02763 · pith_short_12: N3FN3RB6VYYS · pith_short_16: N3FN3RB6VYYSH3BN · pith_short_8: N3FN3RB6

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/N3FN3RB6VYYSH3BNJBVFRJ2MIY \
  | 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: 6ecaddc43eae3123ec2d486a58a74c4633442ccf9a9e2bade329de634b045169

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e3b252f10aa523d3db37c14322e0debf8e86309a0fdbf26efe7a2893dbbf98f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-03T17:59:58Z",
    "title_canon_sha256": "1a0b55aac4a84872fd1349d2c1c9070324ab3cf3e438e3931daaaa79565183b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02763",
    "kind": "arxiv",
    "version": 1
  }
}