Paper Citation Record · LEDGER

LADBench: A Benchmark for Logical Fault Detection in Images

As of 22 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2606.17433.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.17433 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T02:17:49.019550Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact6
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7c88955-a72f-4db0-8d07-a3e645d6b3db · outbound

This paper cites OpenAI GPT-5 System Card.

LADBench: A Benchmark for Logical Fault Detection in Images OpenAI GPT-5 System Card

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-03T19:08:49.452425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2352fad6-87d1-49a2-afc5-a399933be957 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

LADBench: A Benchmark for Logical Fault Detection in Images Gemini: A Family of Highly Capable Multimodal Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-03T19:08:49.455259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6e71a3bb-398e-4b67-af80-64ccaddba30c · outbound

This paper cites Mmbench: Is your multi-modal model an all-around player?.

LADBench: A Benchmark for Logical Fault Detection in Images Mmbench: Is your multi-modal model an all-around player?

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9518697d-fb1e-42b2-bc65-99c815a70e29 · outbound

This paper cites Logic unseen: Revealing the logical blindspots of vision-language models,.

LADBench: A Benchmark for Logical Fault Detection in Images Logic unseen: Revealing the logical blindspots of vision-language models,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 024aac2b-4c29-4c12-ad0d-1e380a56fe4f · outbound

This paper cites Logicqa: Logical anomaly detection with vision language model generated questions,.

LADBench: A Benchmark for Logical Fault Detection in Images Logicqa: Logical anomaly detection with vision language model generated questions,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18e3e7d3-17eb-458d-a5bd-8c63d12939f0 · outbound

This paper cites Vision-language models can’t see the obvious,.

LADBench: A Benchmark for Logical Fault Detection in Images Vision-language models can’t see the obvious,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 580bf83f-033b-4fb4-934d-ab4dd165aedb · outbound

This paper cites Embodied foundation models at the edge: A survey of deployment constraints and mitigation strategies.

LADBench: A Benchmark for Logical Fault Detection in Images Embodied foundation models at the edge: A survey of deployment constraints and mitigation strategies

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-03T19:08:49.462296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 56151c8b-6c55-48ae-a08d-06d93b8aca14 · outbound

This paper cites Spotting the unexpected (stu): A 3d lidar dataset for anomaly seg- mentation in autonomous driving,.

LADBench: A Benchmark for Logical Fault Detection in Images Spotting the unexpected (stu): A 3d lidar dataset for anomaly seg- mentation in autonomous driving,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64714918-5420-4d4b-af52-d24e86b8046b · outbound

This paper cites gpt-5-nano,.

LADBench: A Benchmark for Logical Fault Detection in Images gpt-5-nano,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e32ae8f5-f3f0-46de-ad93-e1f3eecfa732 · outbound

This paper cites Plovad: Prompting vision- language models for open vocabulary video anomaly detection,.

LADBench: A Benchmark for Logical Fault Detection in Images Plovad: Prompting vision- language models for open vocabulary video anomaly detection,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3139b6cb-2882-49e0-829f-74c2cfef2601 · outbound

This paper cites Video anomaly detection in 10 years: A survey and outlook,.

LADBench: A Benchmark for Logical Fault Detection in Images Video anomaly detection in 10 years: A survey and outlook,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99169d5e-3807-49f6-8a7e-83fc13ee3dc8 · outbound

This paper cites Nesylad: A neuro-symbolic approach for unsupervised logi- cal anomaly detection,.

LADBench: A Benchmark for Logical Fault Detection in Images Nesylad: A neuro-symbolic approach for unsupervised logi- cal anomaly detection,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0548e74-f3f6-4908-aa3e-00d2ed815df1 · outbound

This paper cites Towards training-free anomaly detection with vision and language foundation models,.

LADBench: A Benchmark for Logical Fault Detection in Images Towards training-free anomaly detection with vision and language foundation models,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84e2162b-e41e-44bf-8b41-9120be79a244 · outbound

This paper cites Madclip: few-shot medical anomaly detection with clip,.

LADBench: A Benchmark for Logical Fault Detection in Images Madclip: few-shot medical anomaly detection with clip,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef1b1475-44c8-458f-90be-70476f42d503 · outbound

This paper cites Adapting visual-language models for generalizable anomaly detection in medical images,.

LADBench: A Benchmark for Logical Fault Detection in Images Adapting visual-language models for generalizable anomaly detection in medical images,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41da329b-f357-45b3-b1b1-9f8f27b2dc62 · outbound

This paper cites Smarthome-bench: A comprehensive benchmark for video anomaly detection in smart homes using multi-modal large language models,.

LADBench: A Benchmark for Logical Fault Detection in Images Smarthome-bench: A comprehensive benchmark for video anomaly detection in smart homes using multi-modal large language models,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e567bae-7aed-42a5-9d77-8cfde723b73d · outbound

This paper cites Sequential keypoint density estimator: an overlooked baseline of skeleton-based video anomaly detection,.

LADBench: A Benchmark for Logical Fault Detection in Images Sequential keypoint density estimator: an overlooked baseline of skeleton-based video anomaly detection,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c9bfdc5-9621-401c-82cf-510865703ded · outbound

This paper cites Vane-bench: Video anomaly evaluation benchmark for conversational lmms,.

LADBench: A Benchmark for Logical Fault Detection in Images Vane-bench: Video anomaly evaluation benchmark for conversational lmms,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39e50aaa-6b8f-40cf-b0b1-5a9ac6c7a4fd · outbound

This paper cites Logicad: Explainable anomaly detection via vlm-based text feature extraction,.

LADBench: A Benchmark for Logical Fault Detection in Images Logicad: Explainable anomaly detection via vlm-based text feature extraction,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c85a7a3-8a7e-4921-a783-97385cda46f6 · outbound

This paper cites Gpt-4v-ad: Exploring grounding potential of vqa-oriented gpt- 4v for zero-shot anomaly detection,.

LADBench: A Benchmark for Logical Fault Detection in Images Gpt-4v-ad: Exploring grounding potential of vqa-oriented gpt- 4v for zero-shot anomaly detection,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85c487f-3064-4c53-875c-366fa315c325 · outbound

This paper cites Vbench: Comprehensive benchmark suite for video generative models,.

LADBench: A Benchmark for Logical Fault Detection in Images Vbench: Comprehensive benchmark suite for video generative models,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7022d8e-730d-435d-b8f6-b5eae83f4fae · outbound

This paper cites Multi-rag: A multimodal retrieval- augmented generation system for adaptive video understanding,.

LADBench: A Benchmark for Logical Fault Detection in Images Multi-rag: A multimodal retrieval- augmented generation system for adaptive video understanding,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e77f55b4-1968-4786-a9ed-460eb3683ace · outbound

This paper cites Cave: Detecting and explaining commonsense anomalies in visual environments,.

LADBench: A Benchmark for Logical Fault Detection in Images Cave: Detecting and explaining commonsense anomalies in visual environments,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bc9c847-16e8-4457-a7fb-c5f45f91b4dd · outbound

This paper cites FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning.

LADBench: A Benchmark for Logical Fault Detection in Images FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-03T19:08:49.458294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ede7f848-765c-468d-a6f4-5ce1faad4303 · outbound

This paper cites gpt-image-1,.

LADBench: A Benchmark for Logical Fault Detection in Images gpt-image-1,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09c33f6f-249e-40ad-be17-0d79d619206e · outbound

This paper cites gpt-5-mini,.

LADBench: A Benchmark for Logical Fault Detection in Images gpt-5-mini,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8170f364-5ab1-4208-b5fa-26018fa8c427 · outbound

This paper cites [Online].

LADBench: A Benchmark for Logical Fault Detection in Images [Online]

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36c4b20a-ecd4-4bd9-aab6-ac2c7b5dc88a · outbound

This paper cites claude-sonnet-4-6,.

LADBench: A Benchmark for Logical Fault Detection in Images claude-sonnet-4-6,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5053256f-2367-483e-ac65-3c93ea7a9f20 · outbound

This paper cites gemini-3-flash-preview,.

LADBench: A Benchmark for Logical Fault Detection in Images gemini-3-flash-preview,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab91e0cb-6928-4988-8a30-d5158ece00ae · outbound

This paper cites grok-4.1-fast-reasoning,.

LADBench: A Benchmark for Logical Fault Detection in Images grok-4.1-fast-reasoning,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T02:17:49.019550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9c97cb-a115-4dd5-83c4-0e80a6003762 · outbound

This paper cites The Llama 3 Herd of Models.

LADBench: A Benchmark for Logical Fault Detection in Images The Llama 3 Herd of Models

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-07-03T19:08:49.454964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 03fb8593-2b9b-4203-9c38-f69e64f9143d · outbound

This paper cites Qwen3-VL Technical Report.

LADBench: A Benchmark for Logical Fault Detection in Images Qwen3-VL Technical Report

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-03T19:08:49.452095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.