Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2412.07183.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:09:06.865811Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-10T23:30:51.921266Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation d9af6d20-f371-4888-a015-7a7e9556afd8 · inbound
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought cites this paper.
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:09:06.865811Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4231742c-f60e-4914-8548-01b4754450d2 · inbound
VAU-R1: Advancing Video Anomaly Understanding via Reinforcement Fine-Tuning cites this paper.
VAU-R1: Advancing Video Anomaly Understanding via Reinforcement Fine-Tuning Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:48:05.159474Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 430a411e-5753-4982-8be5-58ca4ecc59f0 · inbound
The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM cites this paper.
The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T12:34:00.300356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cae8d75f-39bc-4583-9e42-508fb9d1829f · inbound
Reasoning-Guided Grounding: Elevating Video Anomaly Detection through Multimodal Large Language Models cites this paper.
Reasoning-Guided Grounding: Elevating Video Anomaly Detection through Multimodal Large Language Models Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T23:30:51.923780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8649ed6f-74b0-4a63-a476-ddf55279f181 · inbound
AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding cites this paper.
AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:48:11.035834Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.