Pith. sign in

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.

pith.paper-citation-record.v1
2507.08039 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:50:45.594128Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact3
  • verified fuzzy24
  • unresolved22
  • parse uncertain5
  • malformed identifier2
  • metadata mismatch0

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
raw_fallback, observed 2026-08-06T18:50:52.487689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:41.446861Z digest=sha256:14022f129ffbcd3c15ff668aa1ddbdce5de7064ced8b742386c2d8fb09eec9fe

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
raw_fallback, observed 2026-08-06T18:50:52.473313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:41.494522Z digest=sha256:2e3d666bfa92a2b4fbf4d64a0fdf194c2bf02b366babecca59696a82bfc94c59

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:41.572035Z digest=sha256:bb8e774b605517d38f2191f29380bec2eb8108227f74d8132b0402be287ec97e

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
unresolved
no resolver link, observed 2026-08-06T18:50:41.661086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:41.661086Z digest=sha256:a38fa9bb80dacf1fbc7e056291950d99f9f064d16bd4c786f3f5d120e26d595d

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
raw_fallback, observed 2026-08-06T18:50:52.443429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:41.729627Z digest=sha256:a10a5ee0d8490072e3449d5b9200e659bf7eb6e152b6e34fdeb4995a105804a2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:41.827759Z digest=sha256:d9d589ed5ec8f39f3573d11bd881cda6c9a2177cf7bc695a97b65b22c24f16e2

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
doi, observed 2026-08-06T18:50:46.004721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:41.899434Z digest=sha256:d935ee1db3bb504e81dd7952b433984f694fc3012d657179cf207c7f0d08703a

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
no resolver link, observed 2026-08-06T18:50:41.946784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:41.946784Z digest=sha256:bf13248097104fb8847c130b03350ea4fe71be1abb591c0e00d71d26a555e69a

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
raw_fallback, observed 2026-08-06T18:50:52.414019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:42.013204Z digest=sha256:0c0ea1adbfe058d40128f07812ebb68e33be61531bff9022a6affe15e443fa5b

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
unresolved
no resolver link, observed 2026-08-06T18:50:42.106867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:42.106867Z digest=sha256:df3651cc46b14409ee0979af4f1d926ad21476c84004e412121f2fd0b8c76d4e

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
no resolver link, observed 2026-08-06T18:50:42.191365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:42.191365Z digest=sha256:86090ff86c32e17602c1e753251faad0dfb3a013b1fd7f1d5f75d41084b2cc5e

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
raw_fallback, observed 2026-08-06T18:50:52.398152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:42.260634Z digest=sha256:011358ac23ef4454f39ed4e0102cce7ea5d0674f49f6b6a8d1039a93ff1ff5e8

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
unresolved
no resolver link, observed 2026-08-06T18:50:42.353509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:42.353509Z digest=sha256:6656dbdaeec335558bb3b0f7256130143465d28d68a29a085181f7ac598e4f87

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
raw_fallback, observed 2026-08-06T18:50:52.382755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:42.422468Z digest=sha256:17b65a47b628d33b2801f17602b9d06eee8715763ace65b9e0084f73da1cb01b

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
raw_fallback, observed 2026-08-06T18:50:52.367902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:42.498879Z digest=sha256:3a54e0076a19b22e754e94810fa72063f003b72181f051b6fd3f71ac939d06c5

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
unresolved
no resolver link, observed 2026-08-06T18:50:42.560008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:42.560008Z digest=sha256:8f43bb1239d2dc4e9baee8f29ecda601313031bf8ab8dbefd38afd58af7165a6

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
no resolver link, observed 2026-08-06T18:50:42.666253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:42.666253Z digest=sha256:b2a2e8c8ce27e2ed013b1312e65476d09a4fd0f0e3e596984807f85f67c48c18

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
no resolver link, observed 2026-08-06T18:50:42.784210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:42.784210Z digest=sha256:69990e9b0c5aa257b9fa9b906d603a4c4a3d60d2dd7c8de3930c9af56c76ea19

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
local_arxiv, observed 2026-08-06T18:50:46.953840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:42.902586Z digest=sha256:6d8883d81142fb955404368827ede22c9e09481c790ac860fb3e3958811a6318

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
raw_fallback, observed 2026-08-06T18:50:52.351497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:43.014646Z digest=sha256:bc0484344a1db2e4557abd7fd6f7b2713e48bf0ada3da336579d3e13cea3ba85

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
raw_fallback, observed 2026-08-06T18:50:52.336640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:43.102948Z digest=sha256:a2b25e1ea45f96ad0b7616bfe107ea82d09a177639073af6a9af017d5da09866

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
unresolved
no resolver link, observed 2026-08-06T18:50:43.311742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:43.311742Z digest=sha256:9d12925ff4f265b8f9122d0e2203c28a585ffab5c476d2c0b3d867266867ea92

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
raw_fallback, observed 2026-08-06T18:50:52.321235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:43.373329Z digest=sha256:dccc7ac510c31e68a17849a3059e6ffcc4bcc920c294c35b386bb9121ccf958d

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
raw_fallback, observed 2026-08-06T18:50:52.304616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:43.424443Z digest=sha256:891f4c748da08d07891454e9c248078709ca64ad275f92178a9acf965cde711a

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
unresolved
no resolver link, observed 2026-08-06T18:50:43.464173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:43.464173Z digest=sha256:8dd6a7be7ee92e7990e6cf90f5a1a026e3f44e62657c356d8fec6b5c4bb6877a

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
local_arxiv, observed 2026-08-06T18:50:46.486732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:43.512312Z digest=sha256:57e13f72552f94fe62e2ef0fd8e7bbbb2f79a80459c8941699ff64cc9fb2d7a0

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
unresolved
no resolver link, observed 2026-08-06T18:50:43.571364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:43.571364Z digest=sha256:64f79c3676450fea4d2c287cf5e4467812ba0f8a9f31405f25e090de31a510cd

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
unresolved
no resolver link, observed 2026-08-06T18:50:43.618673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:43.618673Z digest=sha256:d03c7ec0cf9add9de07e9813af766b0e30391e4ea6a56895592f166ebb6f03e0

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
unresolved
no resolver link, observed 2026-08-06T18:50:43.661487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:43.661487Z digest=sha256:2aeb4788b04d70e5eb31509a36f4a215f20d9405279d1af50e5a097c9f8392da

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
verified fuzzy
raw_fallback, observed 2026-08-06T18:50:52.289862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:43.732929Z digest=sha256:cfbd5de6e6a4343b211367aef0e23c0426c637810e63508bdbc686a6730d1895

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
unresolved
no resolver link, observed 2026-08-06T18:50:43.776828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:50:43.776828Z digest=sha256:a0eb561d002f80e4a517a5a53dce7cb3654095bbfb9f1c031d95d0f51f65878c

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
verified fuzzy
raw_fallback, observed 2026-08-06T18:50:52.273418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:43.847269Z digest=sha256:0cc98ebda12e23dd7b2cc81f9e43482a16662dee4b82e9ea5d6b49147a113230

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

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:50:52.098409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:43.904018Z digest=sha256:f4ea0b39016f5937467aecfb2655c8f99fddf04ef75b5ce3f3b9011d5886db9a

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

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:50:51.859541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:43.963764Z digest=sha256:4d8f1da1419c94207a08d3e76b7f3d549e9d6062484943b67a5ca0599902b78b

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
verified fuzzy
raw_fallback, observed 2026-08-06T18:50:51.650410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.021869Z digest=sha256:bd259c8c93c5feb4dd3010ebdd18cfc4e0f04cd06bfa402a4c9940a31d0e0133

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

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:50:51.427835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.078741Z digest=sha256:896129848446f5500f1adffe351075b6470daaa92454bbb9e7fdedc1e240283f

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

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T18:50:51.085143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.127871Z digest=sha256:f319990bd78e9281289dd52fa8ab73ffc55b719f475fe41d4068976f3c505056

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

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T18:50:50.959980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.169670Z digest=sha256:eb4d2e46ad8aac3597ad0ef9dc14f19da2c2356780c7fd718dc36347a2c345e5

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
parse uncertain
raw_fallback, observed 2026-08-06T18:50:50.799968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.243174Z digest=sha256:f0bbbde3f138719a47949e33c544339b47e5de8e4498696169193fca4020d15e

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
verified fuzzy
raw_fallback, observed 2026-08-06T18:50:50.626810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.297151Z digest=sha256:cc8dc86c7c46b9565ff8e222da7f6771884c120cc2f8e7fd0db494f42b5d3f42

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
unresolved
raw_fallback, observed 2026-08-06T18:50:50.492276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.347341Z digest=sha256:637affde661e975b67740697575502860bc54e5d4df067624d6aca36270790a8

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
raw_fallback, observed 2026-08-06T18:50:50.349146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.412953Z digest=sha256:19356c6d77fab599fe9325623084bc22a66c11fba41cd4a620d85659a084165d

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
unresolved
raw_fallback, observed 2026-08-06T18:50:50.191504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.462339Z digest=sha256:8e03a843c34d0f20cb4ba1c11d9a16a851e462c59df150b14860abe2d39bb07b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.530998Z digest=sha256:792f374c6d5693cd3d190c12fafd3e00418ef33bf0507ce0683eb47bcb3ae456

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
malformed identifier
raw_fallback, observed 2026-08-06T18:50:49.905328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.585132Z digest=sha256:8194eb1cc2434af59abd774a9742894e6d0dfaaecfdfee8af9c495184ff22e52

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
unresolved
raw_fallback, observed 2026-08-06T18:50:49.754631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.662733Z digest=sha256:e0a60cb4b0e3930a1aa0a1e6c4f75f1553ce31ff7e7719270595e6f7d05b2da0

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
malformed identifier
raw_fallback, observed 2026-08-06T18:50:49.608706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.758561Z digest=sha256:3adec1c055d9150cd4efe0af7068a01ddf4c37d0b479b3920bd298b9ca4704dc

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
raw_fallback, observed 2026-08-06T18:50:49.442859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.851356Z digest=sha256:19160802ae8414d924b4881ae458357b04b1cecf039920a213e76ac937dfe133

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:44.949996Z digest=sha256:0989a41d14faad6b78cf45b682de9d6196e8cc48702c82bfbf006a7cec28a5ca

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:45.039803Z digest=sha256:1be1e95379262567d87a58756892454cacd2b01bfe80c48cfaa0b1888e4c88bf

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:45.119852Z digest=sha256:9b9053a3c226d56938608a58c4b0c1379b7883e1d749534c9c63517554c52d07

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:45.187630Z digest=sha256:0afe4cce7bc7dfb08b5abe8a03c83f6387d231337bc862c7c3fec2e4ee5045b2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:45.249575Z digest=sha256:6dc9dc2219393915181a14788cede4898a94930ba370564b72c4685dee651586

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:45.359666Z digest=sha256:45d7f88eab2be1c9f4ba1cddf9a9326bc08a2d82fed697506122c68fc75b997e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:45.468239Z digest=sha256:d66a77e671e9a5614773f7d41fe76fa37335df9fdcba96acab67c7c6715a9471

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T18:50:45.594128Z digest=sha256:e42185fd7494d915340335d23dd57bd10e62ecb00a5573f3f9f33c1f50d2323d

Pith citing papers

No inbound Pith citation observations are available.