Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:50:45.594128Z
Paper Citation Record · LEDGER
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models
As of 20 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2507.08039.
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 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
56 of 56 outbound references displayed
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- verified fuzzy24
- unresolved22
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 672c7f4d-1925-4abf-a807-390d7efa6e58 · outbound
This paper cites Spice: Semantic propositional image caption evaluation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Spice: Semantic propositional image caption evaluation
Reference 1
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c00e4941-7380-4c81-8eba-cf3779dbc247 · outbound
This paper cites dSprites: Disentanglement testing Sprites dataset.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models dSprites: Disentanglement testing Sprites dataset
Reference 2
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a93b1c8d-090b-4cb2-84a3-efe09fd1fbfb · outbound
This paper cites Isolating sources of disentanglement in variational autoencoders.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Isolating sources of disentanglement in variational autoencoders
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:50:52.457959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7fb06671-0a1b-477d-bda8-0ac32e8ce279 · outbound
This paper cites TIGEr: Text-to-Image Grounding for Image Caption Evaluation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models TIGEr: Text-to-Image Grounding for Image Caption Evaluation
Reference 4
- Resolution
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Source-reported events for the cited work
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Observation 1ba19939-2dbf-431d-b028-02ae1ea49f82 · outbound
This paper cites Semantic object accuracy for generative text-to-image synthesis.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Semantic object accuracy for generative text-to-image synthesis
Reference 5
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 681aa94f-acc3-4a0b-a444-172793f98672 · outbound
This paper cites Denoising diffusion probabilistic models.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Denoising diffusion probabilistic models
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:50:52.428413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1ea7b5c3-bd6d-4031-afef-154a0f47db66 · outbound
This paper cites ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT
Reference 7
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dd713fea-710f-46ca-8b9c-cec7c1b94c2f · outbound
This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning
Reference 8
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5000945-6628-4af2-8ae1-72e6092eb04e · outbound
This paper cites Learning transferable visual models from natural language supervision.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Learning transferable visual models from natural language supervision
Reference 9
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2b9bdbef-36a3-4397-ac66-b608920edf93 · outbound
This paper cites PaLI: A Jointly-Scaled Multilingual Language-Image Model.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models PaLI: A Jointly-Scaled Multilingual Language-Image Model
Reference 10
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e317251a-75bf-45a4-b535-0d4b1142d8a5 · outbound
This paper cites Scaling Instruction-Finetuned Language Models.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Scaling Instruction-Finetuned Language Models
Reference 11
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84be4a5d-8577-4083-b372-4ffde6fa0697 · outbound
This paper cites Tise: Bag of metrics for text-to-image synthesis evaluation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Tise: Bag of metrics for text-to-image synthesis evaluation
Reference 12
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8dda9b9c-2267-4826-8203-8d08ffa3620f · outbound
This paper cites Benchmarking Spatial Relationships in Text-to-Image Generation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Benchmarking Spatial Relationships in Text-to-Image Generation
Reference 13
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5696f26-b643-4c17-9c4c-b3c19da2503a · outbound
This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
Reference 14
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8233d4d1-31ee-4b32-8aa7-b03ac57eae2d · outbound
This paper cites Perceptual artifacts localization for inpainting.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Perceptual artifacts localization for inpainting
Reference 15
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation 998fbf6b-b72d-4629-984e-d5b1ca5e6bc5 · outbound
This paper cites X-IQE: eXplainable Image Quality Evaluation for Text-to-Image Generation with Visual Large Language Models.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models X-IQE: eXplainable Image Quality Evaluation for Text-to-Image Generation with Visual Large Language Models
Reference 16
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 676ddf00-af40-400e-bdb1-fad7f263a898 · outbound
This paper cites TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering
Reference 17
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2d2c8f5-04bc-4a5e-9d42-b0b4da157f9b · outbound
This paper cites T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-image Generation
Reference 18
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 019e1658-9345-48f1-8552-808eddfac566 · outbound
This paper cites Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
Reference 19
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cf8ca66f-62fa-4285-91bf-09d37e6896eb · outbound
This paper cites Stable Diffusion 3.5 Release.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Stable Diffusion 3.5 Release
Reference 20
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 32290e6c-ed28-4b46-8815-448c07ba2594 · outbound
This paper cites Explaining Latent Representations Of Generative Models With Large Multimodal Models.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Explaining Latent Representations Of Generative Models With Large Multimodal Models
Reference 21
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3a63ed36-7107-409a-b665-ff62e7683487 · outbound
This paper cites LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multi-modal Foundation Models.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multi-modal Foundation Models
Reference 22
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56212e30-dab5-48d4-b203-b1913a1e247b · outbound
This paper cites Scaling rectified flow transformers for high-resolution image synthesis.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Scaling rectified flow transformers for high-resolution image synthesis
Reference 23
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 898d5781-1378-49ca-af78-e68bfea7f82d · outbound
This paper cites TIAM-A metric for evaluating alignment in Text-to-Image generation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models TIAM-A metric for evaluating alignment in Text-to-Image generation
Reference 24
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ccd545f9-dcf6-4caf-af88-b1ac7bd2c4ce · outbound
This paper cites A Survey on Quality Metrics for Text-to-Image Generation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models A Survey on Quality Metrics for Text-to-Image Generation
Reference 25
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17068afa-0c71-4cec-9951-a0b0225303ec · outbound
This paper cites MMGenBench: Fully Automatically Evaluating LMMs from the Text-to-Image Generation Perspective.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models MMGenBench: Fully Automatically Evaluating LMMs from the Text-to-Image Generation Perspective
Reference 26
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation df232a2a-1dff-4718-8067-9a7be0277a95 · outbound
This paper cites Evaluating Text-to-Visual Generation with Image-to-Text Generation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Evaluating Text-to-Visual Generation with Image-to-Text Generation
Reference 27
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8ca69b2-8667-48f6-b93e-685d041ce13e · outbound
This paper cites Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models
Reference 28
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac84cb03-daeb-452c-8ef4-90f1026200c3 · outbound
This paper cites JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation
Reference 29
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a01a5c3e-6d90-4cbe-b2e6-c35df090a50e · outbound
This paper cites What you see is what you read? improving text-image alignment evaluation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models What you see is what you read? improving text-image alignment evaluation
Reference 30
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d51e7695-4371-42a6-8ddc-0fdd422f370e · outbound
This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling
Reference 31
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2ea47be-36dd-4290-9286-85e2f144e528 · outbound
This paper cites square" at 64x64 resolution 12 Stable Diffusion 3 Medium Stable Diffusion 3.5 Large Stable Diffusion 3.5 Large Turbo Figure 8: Sample images for prompt.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models square" at 64x64 resolution 12 Stable Diffusion 3 Medium Stable Diffusion 3.5 Large Stable Diffusion 3.5 Large Turbo Figure 8: Sample images for prompt
Reference 32
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f372715f-f591-4c92-99fc-fbfe60bc8327 · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 33
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Source-reported events for the cited work
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Observation 159eaed3-964b-40d6-ad39-2b64a04c1d76 · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 34
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Source-reported events for the cited work
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Observation 7eb99f63-ce60-4f9b-97a2-cc39031e9a35 · outbound
This paper cites 9.2 Hardware The section describes the hardware requirements to conduct our experiments successfully.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models 9.2 Hardware The section describes the hardware requirements to conduct our experiments successfully
Reference 35
- Resolution
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Source-reported events for the cited work
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Observation 1ab43ab4-bece-437e-8527-b6f0123d0acd · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 36
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Source-reported events for the cited work
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Observation 58a01e06-5fb3-4a72-8499-3c4e583f69f4 · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 37
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Source-reported events for the cited work
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Observation e1b63579-b05e-4156-b671-9155dbda718d · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 38
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Source-reported events for the cited work
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Observation 21c320da-da5b-432b-81b5-9a9b984df03d · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 39
- Resolution
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Source-reported events for the cited work
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Observation fa4f7a73-6f08-4dfa-a3cc-b80cc1ebcc5f · outbound
This paper cites A combination of these 6 factors can completely define each image.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models A combination of these 6 factors can completely define each image
Reference 40
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 83e1251f-d8ed-4bbb-882c-9cb0b3e63d50 · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 41
- Resolution
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Source-reported events for the cited work
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Observation ae3a10da-3379-4387-9691-998329de0ac3 · outbound
This paper cites Each value represents the exact pixel value in the 256 x 256 image.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Each value represents the exact pixel value in the 256 x 256 image
Reference 42
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0c357dda-1450-4fd4-83cb-47874c593db3 · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 43
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fe8be106-ed5e-4ab6-8528-610db3593d3c · outbound
This paper cites White shape on a black background.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models White shape on a black background
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:50:50.036294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e5d232f3-5cf4-4a52-9894-1cedc6d28509 · outbound
This paper cites Every possible combination of these factors lead to a 9216 image test dataset.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Every possible combination of these factors lead to a 9216 image test dataset
Reference 45
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ba770d24-3586-4a76-b96a-f2d93355af79 · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 46
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ab485a05-204e-475f-bb9a-dc62f09e620e · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 47
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1fca8a02-10e8-44c6-8d7d-c8cd64b56b1f · outbound
This paper cites This can be readily accomplished with statistical tests.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models This can be readily accomplished with statistical tests
Reference 48
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bc4782f5-666d-4768-800d-92ad1873d470 · outbound
This paper cites Anderson statistic.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Anderson statistic
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:50:49.301215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ed84aa50-44c8-43b9-b167-e7923b1f94de · outbound
This paper cites Dimensions belonging to this category do not capture anything meaningful in image generation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Dimensions belonging to this category do not capture anything meaningful in image generation
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:50:49.127512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2120bf3e-b459-496c-aa47-9ce0dd4ca11b · outbound
This paper cites We observe only 1 factor of variation with change in values.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models We observe only 1 factor of variation with change in values
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:50:48.979058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5642f838-8d75-484d-a0cc-1f14c3e00d40 · outbound
This paper cites Dimensions in this category form sub-groups which encode a particular factor of variation.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Dimensions in this category form sub-groups which encode a particular factor of variation
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:50:48.833603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 79f68f74-6d42-4a2f-b5be-bff055d0084a · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:50:48.447749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dc8ab3a8-4dcd-4afd-8977-28c7f2d136dd · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:50:48.122984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fb6c837b-fc9f-4748-b142-c6f5dc58dae1 · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 55
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-06T18:50:47.741670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 045238bb-7c81-437f-b487-9a1f1e63dac8 · outbound
This paper cites an unresolved cited work.
Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Unresolved cited work
Reference 56
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-06T18:50:47.381865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.