Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z
Paper Citation Record · LEDGER
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters
As of 5 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 2 inbound Pith citation observations for arXiv:2605.22645.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T09:01:30.275840Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T16:58:43.411605Z
Reference resolution
32 of 32 outbound references displayed
- verified exact1
- verified fuzzy18
- unresolved9
- parse uncertain0
- malformed identifier3
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bbd42ee0-5471-4e90-a373-bfbb1750b17f · outbound
This paper cites Gu, J., Han, Z., Chen, S., Beirami, A., He, B., Zhang, G., Liao, R., Qin, Y ., Tresp, V ., and Torr, P.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Gu, J., Han, Z., Chen, S., Beirami, A., He, B., Zhang, G., Liao, R., Qin, Y ., Tresp, V ., and Torr, P
Reference 1
- Resolution
- verified exact
- doi, observed 2026-05-22T05:41:07.022176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4a6bbc9f-5338-4ead-b0d3-81a5281407fe · outbound
This paper cites The Prompt Report: A Systematic Survey of Prompt Engineering Techniques.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters The Prompt Report: A Systematic Survey of Prompt Engineering Techniques
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-22T05:41:07.029655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 67c05ed8-3dd4-43f8-a68b-ed662e6aef74 · outbound
This paper cites an unresolved cited work.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T05:56:09.436016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1e90b79f-24fa-4d12-bb65-5a05d3ac37d4 · outbound
This paper cites an unresolved cited work.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T05:56:09.341108Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 410d8fbf-35ef-44c0-ad12-6a3ec92e0d8b · outbound
This paper cites keep the composition but change the mood.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters keep the composition but change the mood
Reference 5
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-22T05:56:09.427786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ff165984-e395-43c7-adf4-c213c399efc7 · outbound
This paper cites Impossible to execute reliably.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Impossible to execute reliably
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.407539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3fe6397a-9e93-4bff-b16f-c9f6f9abf140 · outbound
This paper cites Lacks any detail beyond the core subject.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Lacks any detail beyond the core subject
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.440221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f377c813-92a4-4dc4-9644-3b17366e3da1 · outbound
This paper cites magic words.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters magic words
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.399460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6cfb5a90-9cd3-47ab-9f76-5493532488d4 · outbound
This paper cites a sad vibe.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters a sad vibe
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.388052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8f39bbf1-965c-482d-86f3-21817deca030 · outbound
This paper cites 34 AtelierEval •2 (Weak):The mood is barely present or confusing.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters 34 AtelierEval •2 (Weak):The mood is barely present or confusing
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.403565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b0305be1-291a-4bea-b824-e47ab68da5dc · outbound
This paper cites Hard to parse.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Hard to parse
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.384595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8eb8539a-facf-4a0d-93cc-5fc0cc4b0368 · outbound
This paper cites Looks washed out or oversaturated.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Looks washed out or oversaturated
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.415382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7ae946e6-6640-4902-ba6d-ed7b68fbe0ce · outbound
This paper cites Unusable.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unusable
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.369436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2e1285ee-f329-41e9-9d2a-5f60e14827c3 · outbound
This paper cites Do not skip any item.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Do not skip any item
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.451311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d40a5729-cc0e-4ad8-b0ad-e339f272c9e1 · outbound
This paper cites an unresolved cited work.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T05:56:09.360962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d4df7d5c-26a4-4a13-9b18-1db7b0146dc2 · outbound
This paper cites Checklist item text 1.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Checklist item text 1
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.336209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1fd67c33-8ecf-4ff0-a104-a329a58efbad · outbound
This paper cites Do not skip any item.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Do not skip any item
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.373180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c855972f-fa98-4d8d-b73d-d721cbbfee42 · outbound
This paper cites an unresolved cited work.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T05:56:09.345104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 940f55d1-270a-4a43-b4a3-e7f34c8571f2 · outbound
This paper cites an unresolved cited work.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T05:56:09.357156Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d36b4985-722b-4c76-96fd-dbb37528dbec · outbound
This paper cites Checklist item text 1.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Checklist item text 1
Reference 21
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-22T05:56:09.444080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f72db0a9-0a0e-4d74-87a9-2b469078517c · outbound
This paper cites Your participation will provide critical data to understand how humans translate visual intent into textual instructions compared to AI.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Your participation will provide critical data to understand how humans translate visual intent into textual instructions compared to AI
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.349259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b8ff5e7b-1d27-4442-970c-af12edea0236 · outbound
This paper cites Novice” or “Skilled.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Novice” or “Skilled
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.353147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f81e5f17-bdfe-40a9-aa25-21dc5d126233 · outbound
This paper cites You may experience some stress or frustration if the generated images do not meet your expectations, which is a common occurrence in generative AI.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters You may experience some stress or frustration if the generated images do not meet your expectations, which is a common occurrence in generative AI
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.432332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8dbc23e2-74d3-49ea-9f04-5b45e8633ceb · outbound
This paper cites Payments can be processed via Amazon Gift Card, Zelle, Alipay, or WeChat Pay, with the specific method to be coordinated with each participant following the study’s conclusion.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Payments can be processed via Amazon Gift Card, Zelle, Alipay, or WeChat Pay, with the specific method to be coordinated with each participant following the study’s conclusion
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.419950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 01753d74-1e13-4c57-8600-d5990c9761d6 · outbound
This paper cites • Anonymous Access:To ensure your anonymity, you will not use your personal HuggingFace account.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters • Anonymous Access:To ensure your anonymity, you will not use your personal HuggingFace account
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.392018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0c869f22-b43d-4628-8dd8-7f433ed9ae6e · outbound
This paper cites You may withdraw at any time without penalty.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters You may withdraw at any time without penalty
Reference 27
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-22T05:56:09.423880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7f4bff9f-b229-412d-9ad0-76605eda514b · outbound
This paper cites A cat sitting on a bench, sunny day.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters A cat sitting on a bench, sunny day
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.447871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e25c3bba-aee6-43ad-93f4-1478cb99bc66 · outbound
This paper cites Previous.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Previous
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T05:56:09.411197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 502a86b1-38ff-425d-b9aa-de2fe9ad6a15 · outbound
This paper cites an unresolved cited work.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T05:56:09.364567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 79b85942-6f62-4397-9030-06dc00de4158 · outbound
This paper cites an unresolved cited work.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T05:56:09.376982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b38a5337-681d-4f9a-a151-ad96f17c593b · outbound
This paper cites an unresolved cited work.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T05:56:09.380752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e4ac0d56-3dc7-4efb-8dd7-bfdad9f466f5 · outbound
This paper cites an unresolved cited work.
AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T05:56:09.395350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation 9ba841aa-f6c4-47b5-90bd-73c125787f3e · inbound
Distributionally Robust Set Representation Learning Under Inference-Time Element Corruption cites this paper.
Distributionally Robust Set Representation Learning Under Inference-Time Element Corruption AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters
Reference 8
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-29T09:03:15.650136Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9f2226b5-0f54-4c49-b3a4-2a2b8140b0df · inbound
Beyond Accuracy: Measuring Bias Acknowledgment in Chain-of-Thought Reasoning for Responsible AI Evaluation cites this paper.
Beyond Accuracy: Measuring Bias Acknowledgment in Chain-of-Thought Reasoning for Responsible AI Evaluation AtelierEval: Agentic Evaluation of Humans & LLMs as Text-to-Image Prompters
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:58:43.413110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.