Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T05:16:43.756525Z
Paper Citation Record · LEDGER
TextSculptor: Training and Benchmarking Scene Text Editing
As of 17 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2605.21090.
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 2026-08-17T06:30:58.91139+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
39 of 39 outbound references displayed
- verified exact22
- verified fuzzy17
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3032792d-d2eb-4cd1-907d-c7ee7ebdc27f · outbound
This paper cites Qwen3-VL Technical Report.
TextSculptor: Training and Benchmarking Scene Text Editing Qwen3-VL Technical Report
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.403523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 06e32318-9ad1-46cd-b1c6-2256ce4dbbb6 · outbound
This paper cites Instructpix2pix: Learning to follow image editing instructions.
TextSculptor: Training and Benchmarking Scene Text Editing Instructpix2pix: Learning to follow image editing instructions
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.866709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 90d53b30-32de-4d92-be47-3e498619acce · outbound
This paper cites Textdiffuser: Diffusion models as text painters.Advances in Neural Information Processing Systems, 36:9353– 9387.
TextSculptor: Training and Benchmarking Scene Text Editing Textdiffuser: Diffusion models as text painters.Advances in Neural Information Processing Systems, 36:9353– 9387
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.860686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9eea23af-0979-4c8f-90a6-446f828863af · outbound
This paper cites Paddleocr 3.0 technical report.
TextSculptor: Training and Benchmarking Scene Text Editing Paddleocr 3.0 technical report
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.864660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e880fb75-7176-44fb-bcbf-ac24bb537257 · outbound
This paper cites Emu3.5: Native Multimodal Models are World Learners.
TextSculptor: Training and Benchmarking Scene Text Editing Emu3.5: Native Multimodal Models are World Learners
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.390736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f6417d4b-7382-4cdb-8493-da36765d98db · outbound
This paper cites Nano banana pro - gemini ai image generator & photo editor.
TextSculptor: Training and Benchmarking Scene Text Editing Nano banana pro - gemini ai image generator & photo editor
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.868713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e7e00a78-0c6c-4903-9cb1-0d95b694a8cc · outbound
This paper cites Emerging Properties in Unified Multimodal Pretraining.
TextSculptor: Training and Benchmarking Scene Text Editing Emerging Properties in Unified Multimodal Pretraining
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.396867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 851455f0-8f93-4f71-8741-3524b080d5ee · outbound
This paper cites Textcrafter: Accurately rendering multiple texts in complex visual scenes.
TextSculptor: Training and Benchmarking Scene Text Editing Textcrafter: Accurately rendering multiple texts in complex visual scenes
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.400471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 658faa31-fde0-47d4-b7d2-c11446c5ae24 · outbound
This paper cites Datacomp: In search of the next generation of multimodal datasets.Advances in Neural Information Processing Systems, 36:27092–27112.
TextSculptor: Training and Benchmarking Scene Text Editing Datacomp: In search of the next generation of multimodal datasets.Advances in Neural Information Processing Systems, 36:27092–27112
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.870640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c83a9311-9a2a-4a72-abb6-86654b8514fc · outbound
This paper cites Seed-data-edit technical report: A hybrid dataset for instructional image editing.
TextSculptor: Training and Benchmarking Scene Text Editing Seed-data-edit technical report: A hybrid dataset for instructional image editing
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.862803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 77ed8e33-4fab-48c3-a683-ab77626e93c3 · outbound
This paper cites X-Omni: Reinforcement Learning Makes Discrete Autoregressive Image Generative Models Great Again.
TextSculptor: Training and Benchmarking Scene Text Editing X-Omni: Reinforcement Learning Makes Discrete Autoregressive Image Generative Models Great Again
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.340658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7d7a0ee5-87fa-46e6-9a86-ba0de6c37583 · outbound
This paper cites Texteditbench: Evaluating reasoning-aware text editing beyond rendering.
TextSculptor: Training and Benchmarking Scene Text Editing Texteditbench: Evaluating reasoning-aware text editing beyond rendering
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.369834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 525f4746-65cd-437e-afeb-d117b7d54737 · outbound
This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large language models.
TextSculptor: Training and Benchmarking Scene Text Editing Smartedit: Exploring complex instruction-based image editing with multimodal large language models
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.852030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 53831b51-b48c-4a94-9d49-f7c81da6790c · outbound
This paper cites Hq-edit: A high-quality dataset for instruction-based image editing.
TextSculptor: Training and Benchmarking Scene Text Editing Hq-edit: A high-quality dataset for instruction-based image editing
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.854006Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 553ab99f-c689-455d-818d-7797e3dce85d · outbound
This paper cites Thinkgen: Generalized thinking for visual generation.
TextSculptor: Training and Benchmarking Scene Text Editing Thinkgen: Generalized thinking for visual generation
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.361154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b3ad57e8-d10a-4080-a380-7ab5e895762c · outbound
This paper cites Densefusion-1m: Merging vision experts for comprehensive multimodal perception.Advances in Neural Information Processing Systems, 37:18535–18556.
TextSculptor: Training and Benchmarking Scene Text Editing Densefusion-1m: Merging vision experts for comprehensive multimodal perception.Advances in Neural Information Processing Systems, 37:18535–18556
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.856260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 412b2b29-e6fa-4ab8-9a42-4201cc6d76be · outbound
This paper cites Step1X-Edit: A Practical Framework for General Image Editing.
TextSculptor: Training and Benchmarking Scene Text Editing Step1X-Edit: A Practical Framework for General Image Editing
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.334768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bcae5455-e60a-4175-9e14-6569de74617e · outbound
This paper cites Gpt-5.2.https://openai.com/index/introducing-gpt-5-2/.
TextSculptor: Training and Benchmarking Scene Text Editing Gpt-5.2.https://openai.com/index/introducing-gpt-5-2/
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.846371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation df7b3eb1-3c9f-4d26-bc0b-74ea491ffe1b · outbound
This paper cites Introducing 4o image generation.
TextSculptor: Training and Benchmarking Scene Text Editing Introducing 4o image generation
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.837911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 698ff842-6e83-41cf-81d4-10e5135f9288 · outbound
This paper cites Pico-banana-400k: A large-scale dataset for text-guided image editing.
TextSculptor: Training and Benchmarking Scene Text Editing Pico-banana-400k: A large-scale dataset for text-guided image editing
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.375644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8fe427b1-bfd5-47f6-a2c3-63b5f2ebda10 · outbound
This paper cites Seedream 4.0: Toward Next-generation Multimodal Image Generation.
TextSculptor: Training and Benchmarking Scene Text Editing Seedream 4.0: Toward Next-generation Multimodal Image Generation
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.358116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ad4f41a2-5759-4c78-95e3-59860989fcc4 · outbound
This paper cites LongCat-Image Technical Report.
TextSculptor: Training and Benchmarking Scene Text Editing LongCat-Image Technical Report
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.364125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fa1b9d44-f257-4a89-a033-6b9897413f61 · outbound
This paper cites Firered-image-edit-1.0 techinical report.
TextSculptor: Training and Benchmarking Scene Text Editing Firered-image-edit-1.0 techinical report
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.367175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 93fe4d9c-ca9d-4f57-81ca-9437f9c2e4e9 · outbound
This paper cites Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer.
TextSculptor: Training and Benchmarking Scene Text Editing Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.382658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b56b7d7c-64c9-49c4-9b6e-28b482781552 · outbound
This paper cites AnyText: Multilingual Visual Text Generation And Editing.
TextSculptor: Training and Benchmarking Scene Text Editing AnyText: Multilingual Visual Text Generation And Editing
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.352485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4962b327-e96a-4738-813d-5a3fa7b36bd1 · outbound
This paper cites Textatlas5m: A large-scale dataset for dense text image generation.
TextSculptor: Training and Benchmarking Scene Text Editing Textatlas5m: A large-scale dataset for dense text image generation
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.378530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 53517340-c7df-4c5f-abc1-ac700c881d0f · outbound
This paper cites Instructedit: Improving automatic masks for diffusion-based image editing with user instructions.
TextSculptor: Training and Benchmarking Scene Text Editing Instructedit: Improving automatic masks for diffusion-based image editing with user instructions
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.844168Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dedc9623-590f-480b-8b92-1112562b4e66 · outbound
This paper cites GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset.
TextSculptor: Training and Benchmarking Scene Text Editing GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.343635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c0e4f0df-4349-43a9-b60f-4e45e8b545dd · outbound
This paper cites Qwen-Image Technical Report.
TextSculptor: Training and Benchmarking Scene Text Editing Qwen-Image Technical Report
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.349319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c3067916-5e3c-4624-9876-aeba1f467f30 · outbound
This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.
TextSculptor: Training and Benchmarking Scene Text Editing OmniGen2: Towards Instruction-Aligned Multimodal Generation
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.355311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 87dfed79-4629-4833-9c1c-6f8b31aa1abc · outbound
This paper cites Omnigen: Unified image generation.
TextSculptor: Training and Benchmarking Scene Text Editing Omnigen: Unified image generation
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.848291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 22edd390-9aec-43c3-90e6-85f988829d6e · outbound
This paper cites Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation.
TextSculptor: Training and Benchmarking Scene Text Editing Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.346678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 24ed30e2-ba21-4b0e-b88b-cd8a377d7f21 · outbound
This paper cites ImgEdit: A Unified Image Editing Dataset and Benchmark.
TextSculptor: Training and Benchmarking Scene Text Editing ImgEdit: A Unified Image Editing Dataset and Benchmark
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:19:39.386416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 51e7453a-6ea4-47f2-9ca8-f80555b5b4dc · outbound
This paper cites Anyedit: Mastering unified high-quality image editing for any idea.
TextSculptor: Training and Benchmarking Scene Text Editing Anyedit: Mastering unified high-quality image editing for any idea
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.850096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation df92818b-f87d-41e2-82f7-820b887676e6 · outbound
This paper cites WeEdit: A Dataset, Benchmark and Glyph-Guided Framework for Text-centric Image Editing.
TextSculptor: Training and Benchmarking Scene Text Editing WeEdit: A Dataset, Benchmark and Glyph-Guided Framework for Text-centric Image Editing
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-07-20T03:19:15.682913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3faf826b-7a9f-485e-b21b-c598d9747528 · outbound
This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.
TextSculptor: Training and Benchmarking Scene Text Editing Magicbrush: A manually annotated dataset for instruction-guided image editing
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.858375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 34bb7998-b72d-4589-9a73-37ce878c9062 · outbound
This paper cites Ultraedit: Instruction-based fine-grained image editing at scale.
TextSculptor: Training and Benchmarking Scene Text Editing Ultraedit: Instruction-based fine-grained image editing at scale
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.840162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5fd8d1df-9824-4c1d-9f62-5fd10d925177 · outbound
This paper cites LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis.
TextSculptor: Training and Benchmarking Scene Text Editing LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:19:39.337951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 26796bec-0fef-447c-834e-cc54793220e0 · outbound
This paper cites Envisioning beyond the pixels: Benchmarking reasoning-informed visual editing (risebench).
TextSculptor: Training and Benchmarking Scene Text Editing Envisioning beyond the pixels: Benchmarking reasoning-informed visual editing (risebench)
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T05:24:39.842323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
No inbound Pith citation observations are available.