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Paper Citation Record · LEDGER

Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2403.10499.

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

pith.paper-citation-record.v1
2403.10499 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:18:33.010235Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:40:57.733557Z

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 4a22526e-b69a-4056-bfa9-cc1de8bc3b86 · inbound

X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP cites this paper.

X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study

Reference 120

Resolution
unresolved
no resolver link, observed 2026-08-15T23:18:33.010235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T23:18:33.010235Z digest=sha256:7158bc8d5cab20fccceb9ac0ff71fb5785f736de952d00971f9ea3c6ff131302

Observation 2d089d22-30f3-447c-8fee-1fb4346a9d3e · inbound

Attacking Attention of Foundation Models Disrupts Downstream Tasks cites this paper.

Attacking Attention of Foundation Models Disrupts Downstream Tasks Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:09.880055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:09.880055Z digest=sha256:48d87e18b2ea5618368a2fa782bac18eec71461923fade2b4154da4aa4cb61b9

Observation 66b395ff-f43f-4caf-9df5-2b2d593ffe5a · inbound

One Object, Multiple Lies: A Benchmark for Cross-task Adversarial Attack on Unified Vision-Language Models cites this paper.

One Object, Multiple Lies: A Benchmark for Cross-task Adversarial Attack on Unified Vision-Language Models Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:40:57.847447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:40:55.433668Z digest=sha256:febeb24502e5d6a16c14968d94bb186910fa961be00d07b82266fbee6a8e3f5a