Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:02:23.393218Z
Paper Citation Record · LEDGER
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
As of 17 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 13 inbound Pith citation observations for arXiv:2505.16707.
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, observed 2026-08-05T00:54:58.345281Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T13:09:50.723506Z
Reference resolution
73 of 73 outbound references displayed
- verified exact0
- verified fuzzy39
- unresolved32
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 309487b3-e06c-48ea-abca-18d367c5cd16 · outbound
This paper cites Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:15.374933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3565ffd-92b3-48dc-909e-d0953b23e199 · outbound
This paper cites Emu3: Next-Token Prediction is All You Need.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Emu3: Next-Token Prediction is All You Need
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:15.459381Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e56696c7-96ad-4237-a16c-1613ab04eeb0 · outbound
This paper cites Diffusion model-based image editing: A survey.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Diffusion model-based image editing: A survey
Reference 3
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T15:02:24.468415Z
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 6237f98f-52da-4c53-8eb8-72dde0704d4e · outbound
This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Magicbrush: A manually annotated dataset for instruction-guided image editing
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:31.867542Z
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 34b26f79-3b6f-4dc4-a775-28435af2b91e · outbound
This paper cites Instructpix2pix: Learning to follow image editing instructions.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Instructpix2pix: Learning to follow image editing instructions
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:31.659816Z
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 d5cdce0e-4bfd-48c1-9821-73734448e2b5 · outbound
This paper cites Hyperstyle: Stylegan inversion with hypernetworks for real image editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Hyperstyle: Stylegan inversion with hypernetworks for real image editing
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:31.473151Z
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 fad12e28-8953-40f0-ba9c-0e99e3430ab2 · outbound
This paper cites Spaceedit: Learning a unified editing space for open-domain image color editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Spaceedit: Learning a unified editing space for open-domain image color editing
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:31.307394Z
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 25e527ad-b55b-4b04-8b6d-e80107cefb9a · outbound
This paper cites Step1X-Edit: A Practical Framework for General Image Editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Step1X-Edit: A Practical Framework for General Image Editing
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:16.594197Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e322eae4-76f3-49ad-94f2-997e7de49d88 · outbound
This paper cites AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:16.680285Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a0928ba-56dc-4f6e-a987-3068b786be3e · outbound
This paper cites GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:16.805570Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59f4fc20-7288-4d80-ba87-b99cb1092b4a · outbound
This paper cites LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:16.891364Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b67d462-04ea-4df1-ac7a-65a788cb2310 · outbound
This paper cites Dall-eval: Probing the reasoning skills and social biases of text-to-image generation models.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Dall-eval: Probing the reasoning skills and social biases of text-to-image generation models
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:31.123906Z
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 823452fe-5498-4174-8fbc-3a109baaac79 · outbound
This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large language models.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Smartedit: Exploring complex instruction-based image editing with multimodal large language models
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:30.841829Z
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 130e09ea-d2d1-4807-9936-288b3637efc5 · outbound
This paper cites WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:17.872440Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29ab2a45-37e1-4aae-95f5-3144ca400c86 · outbound
This paper cites PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:17.970176Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 349a473c-d2e3-4f13-ae5d-cda8e3a92cf0 · outbound
This paper cites Enhancing image editing with chain-of-thought reasoning and multimodal large language models.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Enhancing image editing with chain-of-thought reasoning and multimodal large language models
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:30.617138Z
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 878b40ac-f11b-43b7-a642-64d481dac74d · outbound
This paper cites A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:18.230361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c0a23dc-b10a-42a2-a5fa-a2396ea59955 · outbound
This paper cites Multimodal image synthesis and editing: A survey and taxonomy.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Multimodal image synthesis and editing: A survey and taxonomy
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:30.353085Z
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 2c66f45a-baff-45be-80d4-1408aebfc3b9 · outbound
This paper cites Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, and William Chan.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, and William Chan
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:30.222398Z
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 0ab5a83b-be6c-4f28-96cb-44d750368d0f · outbound
This paper cites EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:18.552724Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20b816e1-5d43-477b-8e3f-3529f963c43c · outbound
This paper cites Imagic: Text-based real image editing with diffusion models.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Imagic: Text-based real image editing with diffusion models
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:30.027875Z
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 51b1847c-dd87-4ea2-9b18-a4430f4461b2 · outbound
This paper cites I2ebench: A comprehensive benchmark for instruction-based image editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models I2ebench: A comprehensive benchmark for instruction-based image editing
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:29.932577Z
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 0f2b06b6-95f6-4bda-a215-dc60ee6cdf7d · outbound
This paper cites ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:18.859063Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14ab3068-66c6-42fd-9074-89f6808faafe · outbound
This paper cites ReasonPix2Pix: Instruction Reasoning Dataset for Advanced Image Editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models ReasonPix2Pix: Instruction Reasoning Dataset for Advanced Image Editing
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:18.948901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b581966b-fd95-440e-9f83-846e1a6cf04d · outbound
This paper cites Emu edit: Precise image editing via recognition and generation tasks.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Emu edit: Precise image editing via recognition and generation tasks
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:29.808318Z
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 666b9b1c-9535-4cd4-baa4-15a33dc87ff3 · outbound
This paper cites Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:19.159437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5031415-7987-492b-9b4d-b0ecc2896725 · outbound
This paper cites A revision of bloom’s taxonomy: An overview.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models A revision of bloom’s taxonomy: An overview
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:29.688249Z
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 a2bf4d0a-8cce-4923-a37d-29896e2443ef · outbound
This paper cites Sine: Single image editing with text-to-image diffusion models.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Sine: Single image editing with text-to-image diffusion models
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:29.592667Z
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 792f4c1f-e76f-4166-9d3e-c359d87c6e47 · outbound
This paper cites Move and act: Enhanced object manipulation and background integrity for image editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Move and act: Enhanced object manipulation and background integrity for image editing
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:29.472693Z
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 37bfe57f-34a9-4846-81af-3f372d66cc03 · outbound
This paper cites CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:19.589481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 073caaef-787d-4cda-baeb-9fc99fad332b · outbound
This paper cites Vision-language models for vision tasks: A survey.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Vision-language models for vision tasks: A survey
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:29.316651Z
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 36b2309e-772f-48ff-a0ad-84e677940287 · outbound
This paper cites GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:19.792453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30cd135d-2886-45b7-83a3-d2d5c7aea4e5 · outbound
This paper cites Collaborative score distillation for consistent visual editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Collaborative score distillation for consistent visual editing
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:29.129598Z
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 3a2ee479-066c-46ef-9ce3-9fa95591ad64 · outbound
This paper cites Editgan: High-precision semantic image editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Editgan: High-precision semantic image editing
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:29.011952Z
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 de46c5c4-34bf-4e94-b65d-11ac9e890768 · outbound
This paper cites REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:20.132372Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b580e15-16fd-4119-b882-b5af54639995 · outbound
This paper cites Mllm-as-a-judge: Assessing multimodal llm-as- a-judge with vision-language benchmark.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Mllm-as-a-judge: Assessing multimodal llm-as- a-judge with vision-language benchmark
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:28.828385Z
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 9c5d4996-a59b-42b5-9afd-f66c71cf0941 · outbound
This paper cites A Survey on LLM-as-a-Judge.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models A Survey on LLM-as-a-Judge
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:20.346495Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa281a56-d3cb-4205-9148-de90d577da8e · outbound
This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Judging llm-as-a-judge with mt-bench and chatbot arena
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:28.669880Z
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 68756520-ceb8-40b8-999b-4d5530284032 · outbound
This paper cites Personalized Generation In Large Model Era: A Survey.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Personalized Generation In Large Model Era: A Survey
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:20.568946Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b5c2a59-3f54-4635-bd04-b1ae8de39500 · outbound
This paper cites Diffusion Model-Based Image Editing: A Survey.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Diffusion Model-Based Image Editing: A Survey
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:20.668967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bf73abb-3ddb-41ba-b869-c867bebf8b32 · outbound
This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:20.802755Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf8d85b5-760d-48d3-953a-a402ea153180 · outbound
This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Prompt-to-Prompt Image Editing with Cross Attention Control
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:20.905494Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bc75397-f74e-4246-9021-0a507d1045e5 · outbound
This paper cites Blended diffusion for text-driven editing of natural images.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Blended diffusion for text-driven editing of natural images
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:28.445353Z
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 2a3d90f9-b3f4-4581-8619-041395be28ad · outbound
This paper cites PersonaHOI: Effortlessly Improving Personalized Face with Human-Object Interaction Generation.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models PersonaHOI: Effortlessly Improving Personalized Face with Human-Object Interaction Generation
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:28.250847Z
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 8a312027-8bd5-43fb-a0df-57e94866f335 · outbound
This paper cites Null-text inversion for editing real images using guided diffusion models.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Null-text inversion for editing real images using guided diffusion models
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:28.071344Z
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 a1e24974-4400-40e4-ac17-605606a1eca9 · outbound
This paper cites InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:21.257563Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cd40d39-3717-4488-82cc-9b1188a15911 · outbound
This paper cites InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:21.336958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c79dbc28-c525-43b8-9d0d-5d067ae8248e · outbound
This paper cites Ultraedit: Instruction-based fine-grained image editing at scale.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Ultraedit: Instruction-based fine-grained image editing at scale
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:27.808728Z
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 32d46877-413a-49ab-b10c-c74ec3dd33ed · outbound
This paper cites HIVE: Harnessing Human Feedback for Instructional Visual Editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models HIVE: Harnessing Human Feedback for Instructional Visual Editing
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:21.521448Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ee9c468-5802-4623-821d-e399ed8d7fd7 · outbound
This paper cites FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:21.610738Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c41009cb-0a07-40a7-998e-d45bc6d9f438 · outbound
This paper cites Gpt-image-1: Openai’s multimodal image generation model.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Gpt-image-1: Openai’s multimodal image generation model
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:27.623760Z
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 1d85ba9f-ecef-469c-bfa5-9ffdd2abe375 · outbound
This paper cites Doubao: Bytedance’s ai chat assistant.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Doubao: Bytedance’s ai chat assistant
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:27.404576Z
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 c3653821-1731-4b84-8a84-0e36b982d5b7 · outbound
This paper cites Experiment with gemini 2.0 flash native im- age generation, March 2025.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Experiment with gemini 2.0 flash native im- age generation, March 2025
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:27.092162Z
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 4da1ae78-3217-402d-962c-720a1cfc5fe4 · outbound
This paper cites Omniedit: Building image editing generalist models through specialist supervision.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Omniedit: Building image editing generalist models through specialist supervision
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:26.881978Z
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 3803a5d5-3cb2-4ef3-811a-34ffe195aee0 · outbound
This paper cites SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:21.983159Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04b0e700-c8fa-4a9a-95b9-d49243cd0d52 · outbound
This paper cites HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:22.083378Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c1e4e3c-a9c0-4fb7-85ab-7640ea0bea70 · outbound
This paper cites Promptfix: You prompt and we fix the photo.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Promptfix: You prompt and we fix the photo
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:26.666083Z
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 de9177e2-8e00-4251-96df-85816571f97e · outbound
This paper cites HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:22.287337Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 559ea833-9e14-4e14-b79d-99b96b9d190b · outbound
This paper cites OminiControl: Minimal and Universal Control for Diffusion Transformer.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models OminiControl: Minimal and Universal Control for Diffusion Transformer
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:22.387738Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f1676ea-a518-4a84-9653-f2eb88c9486f · outbound
This paper cites $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:22.459966Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d61a3fda-22be-46de-80f1-9b27ff32ef79 · outbound
This paper cites Learning action and reasoning-centric image editing from videos and simulation.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Learning action and reasoning-centric image editing from videos and simulation
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:26.535138Z
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 868d3bee-4cae-42f7-838d-0c11ea780f5b · outbound
This paper cites Emerging Properties in Unified Multimodal Pretraining.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Emerging Properties in Unified Multimodal Pretraining
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:22.593985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45668b31-ddca-4223-ac6b-8e40dd23c6f6 · outbound
This paper cites Hybridmind: Meta selection of natural language and symbolic language for enhanced llm reasoning.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Hybridmind: Meta selection of natural language and symbolic language for enhanced llm reasoning
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:26.373359Z
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 ac38a4f9-e5fc-4eca-b7fc-2fbc179bcd5e · outbound
This paper cites Abo: Dataset and benchmarks for real-world 3d object understanding.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Abo: Dataset and benchmarks for real-world 3d object understanding
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:26.209757Z
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 e3b75f57-9164-4ef8-bdde-28e6cc563f18 · outbound
This paper cites How far are we from intelligent visual deductive reasoning? In First Conference on Language Modeling.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models How far are we from intelligent visual deductive reasoning? In First Conference on Language Modeling
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:26.032993Z
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 3a4fe116-62a4-4fb3-8a49-634928a5759a · outbound
This paper cites V-prom: A benchmark for visual reasoning using visual progressive matrices.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models V-prom: A benchmark for visual reasoning using visual progressive matrices
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:25.774423Z
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 cb88a8f3-6233-49c7-b588-7ccca538327d · outbound
This paper cites Viton-hd: High-resolution vir- tual try-on via misalignment-aware normalization.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Viton-hd: High-resolution vir- tual try-on via misalignment-aware normalization
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:25.647559Z
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 ccc93d6a-6b66-4997-a8e6-542ee1470442 · outbound
This paper cites Deepfashion: Powering robust clothes recognition and retrieval with rich annotations.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Deepfashion: Powering robust clothes recognition and retrieval with rich annotations
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:25.471540Z
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 2288aae0-2e29-46fa-ab77-0ddf4fc90554 · outbound
This paper cites Lvos: A benchmark for long-term video object segmentation.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Lvos: A benchmark for long-term video object segmentation
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:25.215032Z
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 721f0d0a-6592-4260-a1c7-4b95dcdbadac · outbound
This paper cites Towards quantitative evaluation metrics for image editing approaches.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Towards quantitative evaluation metrics for image editing approaches
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:25.051835Z
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 f912f2f6-3b3e-4a2d-ab37-331a946515b0 · outbound
This paper cites Viescore: Towards explainable metrics for conditional image synthesis evaluation.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Viescore: Towards explainable metrics for conditional image synthesis evaluation
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:02:24.806987Z
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 f1af7fba-d65d-42a0-9041-f210545574b7 · outbound
This paper cites OmniGen: Unified Image Generation.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models OmniGen: Unified Image Generation
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:02:23.311891Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db223122-0470-463b-99f5-ac90143cb247 · outbound
This paper cites complete the bottle cap.
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models complete the bottle cap
Reference 73
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T15:02:24.680160Z
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
Observation 118e99ae-003e-421e-a9e3-aa97f602eb0b · inbound
Emerging Properties in Unified Multimodal Pretraining cites this paper.
Emerging Properties in Unified Multimodal Pretraining KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 87
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T16:23:42.052499Z
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 126bcf1a-0cce-449a-8f72-e10ef27ac6e5 · inbound
Mask Consistency Regularization in Object Removal cites this paper.
Mask Consistency Regularization in Object Removal KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:03:50.143909Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e35f7ad1-2253-49b3-9b30-4a1d9e47221a · inbound
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model cites this paper.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.989501Z
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 56b8bdfa-bd40-405d-af63-65deed637f19 · inbound
VTEdit-Bench: A Comprehensive Benchmark for Multi-Reference Image Editing Models in Virtual Try-On cites this paper.
VTEdit-Bench: A Comprehensive Benchmark for Multi-Reference Image Editing Models in Virtual Try-On KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T22:40:05.611340Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6ee6019-b680-4b3b-bb83-e07952fc5230 · inbound
CAMEO: A Conditional and Quality-Aware Multi-Agent Image Editing Orchestrator cites this paper.
CAMEO: A Conditional and Quality-Aware Multi-Agent Image Editing Orchestrator KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 50
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T21:03:20.276987Z
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 985954a5-013f-4361-bb59-b5aa280e606d · inbound
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing cites this paper.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 63
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.561125Z
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 66e84a1a-27d9-48c6-953f-f692cc461836 · inbound
EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement cites this paper.
EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 58
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T03:45:56.946683Z
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 cb5d0db1-29bb-46f9-b75a-1f19839b3b74 · inbound
Is This Edit Correct? A Multi-Dimensional Benchmark for Reasoning-Aware Image Editing cites this paper.
Is This Edit Correct? A Multi-Dimensional Benchmark for Reasoning-Aware Image Editing KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T20:04:25.886330Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9de74540-5a2a-4abd-bc3f-8c45266eb76c · inbound
PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing cites this paper.
PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 57
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T13:09:50.725404Z
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 c86bb490-4143-4f94-8e62-b2b7e0b5811e · inbound
PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing cites this paper.
PhyEditBench: A Real-World Multi-Stage Benchmark for Physics-Aware Image Editing KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 57
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T17:33:45.718887Z
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 89381468-525c-43ab-99b9-6d12dcd3cdaa · inbound
Do Image Editing Models Understand Lighting? cites this paper.
Do Image Editing Models Understand Lighting? KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T13:09:50.488539Z
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 afa2357c-c003-493a-9352-cd2600d6c2c1 · inbound
Do Image Editing Models Understand Lighting? cites this paper.
Do Image Editing Models Understand Lighting? KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T10:10:09.315637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21d7eb41-3c11-4276-8f38-4e7a59db3aaf · inbound
Image-Space Rule Discovery cites this paper.
Image-Space Rule Discovery KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T00:54:58.345281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.