Pith Number

pith:W3L65D5S

pith:2024:W3L65D5SL5R46JSPFIMWQSW4RJ

not attested not anchored not stored refs pending

TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models

Arman Cohan, Chuhan Li, Tesca FItzgerald, Yanan Zheng, Yilun Zhao, Yuxuan Ding, Ziyao Shangguan

arxiv:2410.23266 v2 · 2024-10-30 · cs.CV · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W3L65D5SL5R46JSPFIMWQSW4RJ}

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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

7 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

EvoGround: Self-Evolving Video Agents for Video Temporal Grounding

DenseStep2M: A Scalable, Training-Free Pipeline for Dense Instructional Video Annotation

VLMaxxing through FrameMogging Training-Free Anti-Recomputation for Video Vision-Language Models

Reasoning Resides in Layers: Restoring Temporal Reasoning in Video-Language Models with Layer-Selective Merging

Receipt and verification

First computed	2026-07-05T11:58:21.516136Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6d7ee8fb25f63cf264f2a19684adc8a4d9e86fbb32d91fd6f8f5e9fce753e20

Aliases

arxiv: 2410.23266 · arxiv_version: 2410.23266v2 · doi: 10.48550/arxiv.2410.23266 · pith_short_12: W3L65D5SL5R4 · pith_short_16: W3L65D5SL5R46JSP · pith_short_8: W3L65D5S

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/W3L65D5SL5R46JSPFIMWQSW4RJ \
  | 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: b6d7ee8fb25f63cf264f2a19684adc8a4d9e86fbb32d91fd6f8f5e9fce753e20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a88eedcb0c30c158d426ac7f5e58843c106962512f2b5f449032fee808a5a45",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-30T17:50:23Z",
    "title_canon_sha256": "e0b5cc64c00f696e1aba64d987c9e9a978cbb66a30f417952a39439591a34354"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23266",
    "kind": "arxiv",
    "version": 2
  }
}