Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:07:56.773903Z
Paper Citation Record · LEDGER
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions
As of 14 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2506.03448.
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 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T23:15:02.455554Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T23:24:02.156371Z
Reference resolution
49 of 49 outbound references displayed
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 39a0b446-01dc-442e-b791-51f42d4f7388 · outbound
This paper cites GPT-4 Technical Report.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions GPT-4 Technical Report
Reference 1
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91207db1-5761-466d-b326-5e2a9ce5e3d4 · outbound
This paper cites Blended diffusion for text-driven editing of natural images.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Blended diffusion for text-driven editing of natural images
Reference 2
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c29713a3-6d54-4975-9978-dc05ca97444c · outbound
This paper cites Blended latent diffusion.ACM Transactions on Graphics, 42(4):1–11,.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Blended latent diffusion.ACM Transactions on Graphics, 42(4):1–11,
Reference 3
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4c46eee6-4ed8-4f89-b112-5ef44244a85f · outbound
This paper cites Sega: Instructing text-to-image models using semantic guidance.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Sega: Instructing text-to-image models using semantic guidance
Reference 4
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 52626eb4-fb97-4445-9c2c-ff7ebf2ae3e6 · outbound
This paper cites In- structpix2pix: Learning to follow image editing instructions.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions In- structpix2pix: Learning to follow image editing instructions
Reference 5
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e675ea18-317e-426c-b6a0-c03d51dab39b · outbound
This paper cites an unresolved cited work.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Unresolved cited work
Reference 6
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80bf09c1-989d-4ec6-8ac7-5e3cbad3b294 · outbound
This paper cites an unresolved cited work.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Unresolved cited work
Reference 7
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b39f791-1d2d-4d5f-ad2f-11e91881b59a · outbound
This paper cites DiffEdit: Diffusion-based semantic image editing with mask guidance.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions DiffEdit: Diffusion-based semantic image editing with mask guidance
Reference 8
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95c05bf2-1118-476a-86b9-5a231eb275ee · outbound
This paper cites Diffusion models beat gans on image synthesis.Advances in neural information processing systems, 34:8780–8794, 2021.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Diffusion models beat gans on image synthesis.Advances in neural information processing systems, 34:8780–8794, 2021
Reference 9
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3d76b04-9013-4872-ac8c-8a20bc9daaa2 · outbound
This paper cites Scaling rectified flow trans- formers for high-resolution image synthesis.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Scaling rectified flow trans- formers for high-resolution image synthesis
Reference 10
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e510e5dc-e794-4fdd-88d9-42320446fbbd · outbound
This paper cites Instructdiffusion: A generalist mod- eling interface for vision tasks, 2023.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Instructdiffusion: A generalist mod- eling interface for vision tasks, 2023
Reference 11
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f5a5ff46-8c1c-4842-b049-1006bce44a21 · outbound
This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Prompt-to-Prompt Image Editing with Cross Attention Control
Reference 12
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1c5f946-4f67-44e9-bf3b-5ad9c0d74000 · outbound
This paper cites Prompt-to-prompt image editing with cross attention control, 2022.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Prompt-to-prompt image editing with cross attention control, 2022
Reference 13
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 060945a7-c97f-4477-9ab2-1f4a2c7289b4 · outbound
This paper cites Denoising diffu- sion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Denoising diffu- sion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020
Reference 14
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ccb1095-b454-443b-b70c-f2537401aa01 · outbound
This paper cites HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
Reference 15
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a32cdf7a-59b4-4cd7-8817-cb11dcc69640 · outbound
This paper cites Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
Reference 16
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10fd080c-7ce5-4612-8fbd-46ab249db2cb · outbound
This paper cites Segment Anything.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Segment Anything
Reference 17
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c985d658-61bf-4fbf-b5c5-0f4e016a52c0 · outbound
This paper cites Viescore: Towards explainable metrics for conditional image synthesis evaluation, 2024.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Viescore: Towards explainable metrics for conditional image synthesis evaluation, 2024
Reference 18
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ecd52be-139b-4068-a90e-547cd36f6367 · outbound
This paper cites an unresolved cited work.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Unresolved cited work
Reference 19
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Source-reported events for the cited work
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Observation 61529b18-c85e-4eaf-b34a-0d9f2f2da7e2 · outbound
This paper cites an unresolved cited work.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Unresolved cited work
Reference 20
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Source-reported events for the cited work
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Observation c91d7a49-8f44-4ed1-bc5a-7e5ece894946 · outbound
This paper cites Referring image editing: Object-level image editing via referring expressions.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Referring image editing: Object-level image editing via referring expressions
Reference 21
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 58aa8df3-5f10-4c31-af1a-c05bcb0519fe · outbound
This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection
Reference 22
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e73f1667-b7e9-4f71-ab45-648ff9cba0da · outbound
This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Flow straight and fast: Learning to generate and transfer data with rectified flow
Reference 23
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2696c1ba-bdf1-49a3-b809-0e61438c4ba9 · outbound
This paper cites On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
Reference 24
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00171d7c-26ed-4cbd-8d96-24e6b8b8e1af · outbound
This paper cites Mag-edit: Localized image editing in complex scenar- ios via mask-based attention-adjusted guidance.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Mag-edit: Localized image editing in complex scenar- ios via mask-based attention-adjusted guidance
Reference 25
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ac86748a-e9fa-4b83-a30a-f9e127b1d115 · outbound
This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
Reference 26
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b434815d-91d3-4fdc-b0c3-a7c7dd3636f5 · outbound
This paper cites Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models
Reference 27
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c2f8ec3-6f42-4fb7-b8aa-edabd304a16c · outbound
This paper cites Null-text inversion for editing real im- ages using guided diffusion models.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Null-text inversion for editing real im- ages using guided diffusion models
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:07:57.456011Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 374ea842-9b69-49e9-b430-e8abbdaca610 · outbound
This paper cites an unresolved cited work.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Unresolved cited work
Reference 29
- Resolution
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Source-reported events for the cited work
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Observation 78b6e725-50ff-4309-9ec8-a22a874add6c · outbound
This paper cites $\lambda$-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions $\lambda$-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space
Reference 30
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fc10bfa-727c-4b04-98c8-477c3d5e511c · outbound
This paper cites Eclipse: A resource-efficient text-to-image prior for image generations.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Eclipse: A resource-efficient text-to-image prior for image generations
Reference 31
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation daa9934e-840e-4753-bed3-99223077806c · outbound
This paper cites Triplet- clip: Improving compositional reasoning of clip via synthetic vision-language negatives.Advances in neural information processing systems, 37:32731–32760, 2024.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Triplet- clip: Improving compositional reasoning of clip via synthetic vision-language negatives.Advances in neural information processing systems, 37:32731–32760, 2024
Reference 32
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e732d141-0e46-4da9-9929-1d5104413104 · outbound
This paper cites Metaxas, and Yezhou Yang.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Metaxas, and Yezhou Yang
Reference 33
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8f4ed988-640e-4930-ba16-bd13103d228c · outbound
This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 34
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5b36acf-998c-4b4d-a376-8a27a8d6b087 · outbound
This paper cites Movie Gen: A Cast of Media Foundation Models.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Movie Gen: A Cast of Media Foundation Models
Reference 35
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b1979ca-ee0e-4d84-95dd-a651482a5715 · outbound
This paper cites Grounded sam: Assembling open-world models for diverse visual tasks, 2024.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Grounded sam: Assembling open-world models for diverse visual tasks, 2024
Reference 36
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 959fddcb-f344-439c-a07a-1f2765534116 · outbound
This paper cites High-resolution image synthesis with latent diffusion models.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions High-resolution image synthesis with latent diffusion models
Reference 37
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation afa9212c-d288-4c6b-92fc-45e0679498dc · outbound
This paper cites Pho- torealistic text-to-image diffusion models with deep language understanding.Advances in neural information processing systems, 35:36479–36494, 2022.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Pho- torealistic text-to-image diffusion models with deep language understanding.Advances in neural information processing systems, 35:36479–36494, 2022
Reference 38
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d5c22fc-5bb7-4431-8959-43f439292973 · outbound
This paper cites Make-a-video: Text-to-video generation without text-video data.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Make-a-video: Text-to-video generation without text-video data
Reference 39
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c839581c-7dc5-446f-ad15-c07af3eb0b6e · outbound
This paper cites Denoising Diffusion Implicit Models.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Denoising Diffusion Implicit Models
Reference 40
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 466d32bd-eed7-488b-b4d8-0a1488d74c7c · outbound
This paper cites LEDITS: Real Image Editing with DDPM Inversion and Semantic Guidance.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions LEDITS: Real Image Editing with DDPM Inversion and Semantic Guidance
Reference 41
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79ce1223-8abf-49bf-a715-28e95330f424 · outbound
This paper cites Edict: Exact diffusion inversion via coupled transformations.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Edict: Exact diffusion inversion via coupled transformations
Reference 42
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5a98688-75cc-4730-94b5-5638342410b8 · outbound
This paper cites OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
Reference 43
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bab812b-84ec-4793-ab46-98b05e596644 · outbound
This paper cites Berg, and Tamara L.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Berg, and Tamara L
Reference 44
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bdb4e7b5-da5e-4fe7-81e6-561cbfa25dde · outbound
This paper cites Inpaint Anything: Segment Anything Meets Image Inpainting.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Inpaint Anything: Segment Anything Meets Image Inpainting
Reference 45
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 766b9eb4-41e5-491e-8ccc-8d1835dce9d1 · outbound
This paper cites Inpaint anything: Segment anything meets image inpainting, 2023.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Inpaint anything: Segment anything meets image inpainting, 2023
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:07:57.318360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 47ba8912-db17-43e3-98b9-a84e5bf6b56b · outbound
This paper cites Magicbrush: A manually annotated dataset for instruction- guided image editing, 2024.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Magicbrush: A manually annotated dataset for instruction- guided image editing, 2024
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:07:57.304665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d39e8e35-ea6e-4584-a4b2-e7f0b9e79baa · outbound
This paper cites Hive: Harnessing human feedback for instructional visual editing.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Hive: Harnessing human feedback for instructional visual editing
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:07:57.290667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation de5b2754-a676-4cc2-ba5f-4b423d3cf7f9 · outbound
This paper cites score" : [...],.
RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions score" : [...],
Reference 49
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T11:07:56.915563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
Observation 65dd4eaa-8ce3-4f40-9e6a-127df0ebb825 · inbound
Towards Open-World Referring Expression Comprehension: A Benchmark with Training-free Multi-task Consistency Checker cites this paper.
Towards Open-World Referring Expression Comprehension: A Benchmark with Training-free Multi-task Consistency Checker RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T23:24:02.157741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.