Paper Citation Record · LEDGER

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing

As of 17 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2505.00502.

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

pith.paper-citation-record.v1
2505.00502 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:45:17.731765Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

36 of 36 outbound references displayed

verified exact0
verified fuzzy30
unresolved5
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malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ccb7e29a-d456-40e8-9651-f28991f59cfa · outbound

This paper cites Blended diffusion for text-driven editing of natural im- ages.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Blended diffusion for text-driven editing of natural im- ages

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.410012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c26728ca-486b-4e48-a3cc-671f7eb908d7 · outbound

This paper cites EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods

Reference 2

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Source-reported events for the cited work

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Observation 64d3dead-a4af-400a-9d39-6752e6931f4d · outbound

This paper cites InstructPix2Pix: Learning to follow image edit- ing instructions.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing InstructPix2Pix: Learning to follow image edit- ing instructions

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.393116Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 00955b95-86bd-4269-a641-b75dde70cda6 · outbound

This paper cites A computational approach to edge de- tection.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing A computational approach to edge de- tection

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.375712Z

Source-reported events for the cited work

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Observation 3f63c280-3ec2-4278-bdba-1929277b4085 · outbound

This paper cites MasaCtrl: Tuning-free mutual self-attention control for consis- tent image synthesis and editing.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing MasaCtrl: Tuning-free mutual self-attention control for consis- tent image synthesis and editing

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.357832Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e502a1ec-3b6a-4f52-911d-c1788dc693f5 · outbound

This paper cites DiffEdit: Diffusion- based semantic image editing with mask guidance.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing DiffEdit: Diffusion- based semantic image editing with mask guidance

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.339817Z

Source-reported events for the cited work

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Observation 72d4d2e6-7433-47d6-bec9-5afb88063d9d · outbound

This paper cites Imagenet: A large-scale hierarchi- cal image database.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Imagenet: A large-scale hierarchi- cal image database

Reference 7

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Source-reported events for the cited work

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Observation 46bdf76b-b5a1-41c1-aed1-e3239c5ded70 · outbound

This paper cites The Llama 3 Herd of Models.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing The Llama 3 Herd of Models

Reference 8

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Source-reported events for the cited work

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Observation 5d37916a-69b2-4b49-b609-e041ac3b2ab2 · outbound

This paper cites InstructDiffusion: A gen- eralist modeling interface for vision tasks.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing InstructDiffusion: A gen- eralist modeling interface for vision tasks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.302861Z

Source-reported events for the cited work

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Observation c0e276ec-1dba-48fc-8998-db2fb6a9bb3a · outbound

This paper cites Prompt-to- prompt image editing with cross attention control.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Prompt-to- prompt image editing with cross attention control

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.278934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9effaab6-29cb-4fb7-b9cd-ff2c0c8b0e6c · outbound

This paper cites CLIPScore: A reference-free evaluation metric for image captioning”.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing CLIPScore: A reference-free evaluation metric for image captioning”

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.259810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1eb7e3b2-2d7b-4ba6-aa3c-79c0a28ea829 · outbound

This paper cites GANs trained by a two time-scale update rule con- verge to a local nash equilibrium.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing GANs trained by a two time-scale update rule con- verge to a local nash equilibrium

Reference 12

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Source-reported events for the cited work

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Observation f01b244c-e785-4b7c-89fc-ac038207a5e7 · outbound

This paper cites SmartE- dit: Exploring complex instruction-based image edit- ing with multimodal large language models.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing SmartE- dit: Exploring complex instruction-based image edit- ing with multimodal large language models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.223299Z

Source-reported events for the cited work

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Observation f9f44eac-5fae-4420-aba5-5659eecdb3a8 · outbound

This paper cites GQA: A new dataset for real-world visual reasoning and com- positional question answering.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing GQA: A new dataset for real-world visual reasoning and com- positional question answering

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.206706Z

Source-reported events for the cited work

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Observation 59c26e53-b349-4f94-a401-113ae17b30b6 · outbound

This paper cites Imagic: Text-based real image editing with dif- fusion models.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Imagic: Text-based real image editing with dif- fusion models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.189129Z

Source-reported events for the cited work

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Observation 2064fd3d-be28-4a24-9173-65032b4b036f · outbound

This paper cites Diffusion-based im- age translation using disentangled style and content representation.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Diffusion-based im- age translation using disentangled style and content representation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.171181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2f1e3f3f-e286-4427-b017-59a91e5d1534 · outbound

This paper cites mPLUG: Effective and effi- cient vision-language learning by cross-modal skip- connections.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing mPLUG: Effective and effi- cient vision-language learning by cross-modal skip- connections

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e8d1a134-09b8-4161-b8a3-54c298b6dd92 · outbound

This paper cites Microsoft COCO: Common ob- jects in context.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Microsoft COCO: Common ob- jects in context

Reference 18

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Source-reported events for the cited work

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Observation 283a2e09-5f34-471b-806e-ab08ab101a2f · outbound

This paper cites Text-driven image editing via learnable regions.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Text-driven image editing via learnable regions

Reference 19

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3b2f79a4-43c9-4a80-a001-4d2fe0c4772b · outbound

This paper cites SDEdit: Guided image synthesis and editing with stochastic differential equations.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing SDEdit: Guided image synthesis and editing with stochastic differential equations

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.096081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1e58c0ae-fb77-4ea7-8718-38c2f392f86b · outbound

This paper cites Null-text inversion for editing real images using guided diffusion models.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Null-text inversion for editing real images using guided diffusion models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.076767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d62cbc61-5b59-4f13-94b4-819c28147a04 · outbound

This paper cites GLIDE: Towards photore- alistic image generation and editing with text-guided diffusion models.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing GLIDE: Towards photore- alistic image generation and editing with text-guided diffusion models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.058044Z

Source-reported events for the cited work

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Observation ef670da1-3ab9-4fca-897e-c5ac77529e49 · outbound

This paper cites DINOv2: Learning robust visual fea- tures without supervision.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing DINOv2: Learning robust visual fea- tures without supervision

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.039208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9284455d-97b7-4de9-b223-cd520a2fd326 · outbound

This paper cites Learning transferable visual models from nat- ural language supervision.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Learning transferable visual models from nat- ural language supervision

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:18.021160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 59b23fcf-ff29-42d0-86c3-d3b3d4701b2a · outbound

This paper cites Zero-shot text-to-image generation.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Zero-shot text-to-image generation

Reference 25

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Source-reported events for the cited work

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Observation 002b678c-611c-4dea-963d-66135511e5fc · outbound

This paper cites High- resolution image synthesis with latent diffusion mod- els.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing High- resolution image synthesis with latent diffusion mod- els

Reference 26

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3be782a4-4723-485b-bc81-b6aede96b273 · outbound

This paper cites Photorealistic text- to-image diffusion models with deep language under- standing.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Photorealistic text- to-image diffusion models with deep language under- standing

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:17.973990Z

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Observation 82ddcc0a-9cf6-4e57-b3af-043c9a0d0dbb · outbound

This paper cites A benchmark and baseline for language-driven image editing.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing A benchmark and baseline for language-driven image editing

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:17.955852Z

Source-reported events for the cited work

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Observation cbd85b45-a3b4-4693-bbdb-e61398dbc8ad · outbound

This paper cites InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions

Reference 29

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Source-reported events for the cited work

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Observation 0ccf1947-d378-4d87-9a56-f3b52566663a · outbound

This paper cites Imagen editor and EditBench: Advancing and evalu- ating text-guided image inpainting.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Imagen editor and EditBench: Advancing and evalu- ating text-guided image inpainting

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 68c3ada4-1e1c-499b-8052-c9d5ae131154 · outbound

This paper cites FreeDiff: Progressive frequency truncation for image editing with diffusion models.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing FreeDiff: Progressive frequency truncation for image editing with diffusion models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:17.919174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5d1bfc60-e543-454d-9215-4f8a4261f161 · outbound

This paper cites Detectron2.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing Detectron2

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:17.902066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 459f9a35-a0bf-40e3-bc93-dc13061978b3 · outbound

This paper cites GPT-4o: Visual perception performance of multimodal large language models in piglet activity understanding.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing GPT-4o: Visual perception performance of multimodal large language models in piglet activity understanding

Reference 33

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Source-reported events for the cited work

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Observation 7f31698e-1249-4a5e-963b-8a078fe5689d · outbound

This paper cites MagicBrush: A manually annotated dataset for instruction-guided image editing.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing MagicBrush: A manually annotated dataset for instruction-guided image editing

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:17.885256Z

Source-reported events for the cited work

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Observation 73e53cd0-7802-4afb-b2e4-636cce3d4165 · outbound

This paper cites a photo of a crimson cat.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing a photo of a crimson cat

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:45:17.867477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 953fc53b-88e8-49ab-bf96-e52e15d48b20 · outbound

This paper cites cream motorcycle.

Towards Scalable Human-aligned Benchmark for Text-guided Image Editing cream motorcycle

Reference 36

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T04:45:17.850118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.