Paper Citation Record · LEDGER

Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2108.02818.

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

pith.paper-citation-record.v1
2108.02818 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:57:09.104016Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T02:49:24.782109Z

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 c41121ab-e8dc-4a04-8546-051b9a7c9493 · inbound

CLIPScore: A Reference-free Evaluation Metric for Image Captioning cites this paper.

CLIPScore: A Reference-free Evaluation Metric for Image Captioning Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-12T22:24:10.077645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 78a346d0-ddee-4761-b2b5-033aa1c51182 · inbound

Detecting Content Rating Violations in Android Applications: A Vision-Language Approach cites this paper.

Detecting Content Rating Violations in Android Applications: A Vision-Language Approach Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T21:57:09.104016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab35c4c4-5ab4-49f7-8158-0a0153740591 · inbound

PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection cites this paper.

PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:17:06.459886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 833e9928-9cfc-4302-bae0-3e319dab862f · inbound

Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations cites this paper.

Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T18:00:23.348598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a56f9e5-172e-4ad3-a4da-dcecce4dfbad · inbound

Learning from Limited and Imperfect Data cites this paper.

Learning from Limited and Imperfect Data Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T13:09:48.854564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1bda523-21bc-4b8a-b8b2-d5126c285824 · inbound

Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models cites this paper.

Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T16:56:22.655634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7decb8c3-6288-451f-9b3d-8597d0a09106 · inbound

Bias at the End of the Score cites this paper.

Bias at the End of the Score Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:11:03.198747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c4def6bc-9e66-45d1-bcec-060ef37659c7 · inbound

An Attribute-Based Measure of Video Complexity cites this paper.

An Attribute-Based Measure of Video Complexity Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:02:34.094095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ed544556-5e65-41bf-afe6-a850e4016607 · inbound

The Market in the Model: Latent Diffusion as Neural Economy cites this paper.

The Market in the Model: Latent Diffusion as Neural Economy Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:49:24.783813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40e1dafc-9eb6-48fd-8cea-724cda48e559 · inbound

ComMem: Complementary Memory Systems for Test-Time Adaptation of Vision-Language Models cites this paper.

ComMem: Complementary Memory Systems for Test-Time Adaptation of Vision-Language Models Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:54:40.355067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8674f4a-97a1-4e4a-a841-1463dfaca796 · inbound

Between Gradient and Natural Gradient: A Continuum of LoRA Initializations cites this paper.

Between Gradient and Natural Gradient: A Continuum of LoRA Initializations Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T00:26:41.634015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c26edcce-a659-4162-9b48-bfefc04f5c4d · inbound

Scaling Vision-Language Models Is Not Enough to Mitigate Bias cites this paper.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.279767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.