Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T12:04:08.487678Z
Paper Citation Record · LEDGER
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model
As of 17 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2602.23622.
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 2026-08-16T06:30:59.297886+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
33 of 33 outbound references displayed
- verified exact21
- verified fuzzy12
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4a9efc26-842d-4888-ae20-74fb3d6832ba · outbound
This paper cites Unireal: Universal image generation and editing via learning real-world dynamics.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Unireal: Universal image generation and editing via learning real-world dynamics
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.193017Z
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 2178d2fa-41df-4978-9890-cc2ced5d06ce · outbound
This paper cites DiffEdit: Diffusion-based semantic image editing with mask guidance.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model DiffEdit: Diffusion-based semantic image editing with mask guidance
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.907207Z
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 4664de5a-a3b4-4934-bfa0-ce8a2733199f · outbound
This paper cites Chatedit: Towards multi-turn interactive facial image editing via dialogue.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Chatedit: Towards multi-turn interactive facial image editing via dialogue
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.173876Z
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 d2aee9e4-a77d-45f2-b56c-3ed863616189 · outbound
This paper cites Emerging Properties in Unified Multimodal Pretraining.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Emerging Properties in Unified Multimodal Pretraining
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:05:04.965748Z
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 d0c31a2d-48b4-4986-811b-cef96e041867 · outbound
This paper cites Guiding Instruction-based Image Editing via Multimodal Large Language Models.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Guiding Instruction-based Image Editing via Multimodal Large Language Models
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.997079Z
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 5231d01d-6fc9-4676-bebe-5f07f27e73c8 · outbound
This paper cites Instructdiffusion: Ageneralistmodelinginterfaceforvisiontasks.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Instructdiffusion: Ageneralistmodelinginterfaceforvisiontasks
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.191077Z
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 66127c0f-face-428a-baf0-728897fc3cef · outbound
This paper cites Mask-Guided Portrait Editing with Conditional GANs.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Mask-Guided Portrait Editing with Conditional GANs
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:05:04.910486Z
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 4401f8d5-f550-4839-9987-2e1ee8042c2b · outbound
This paper cites UniREditBench: A Unified Reasoning-based Image Editing Benchmark.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model UniREditBench: A Unified Reasoning-based Image Editing Benchmark
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-08-10T02:09:10.349559Z
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 fbd556e5-f547-4b7c-bce8-2d5494f378d7 · outbound
This paper cites Frabench and ufeval: Unified fine-grained evaluation with task and aspect generalization.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Frabench and ufeval: Unified fine-grained evaluation with task and aspect generalization
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.958819Z
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 22896332-44c3-488b-a693-3f051c54480f · outbound
This paper cites Paralleledits: Efficient multi-aspect text-driven image editing with attention grouping.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Paralleledits: Efficient multi-aspect text-driven image editing with attention grouping
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.178222Z
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 77ff7ccc-188d-49e7-81cf-8113246d4f51 · outbound
This paper cites Instruction-based image editing with planning, reasoning, and generation.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Instruction-based image editing with planning, reasoning, and generation
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.182526Z
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 53d7b573-3ac0-49b5-9a0c-a9eca7e248e3 · outbound
This paper cites YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.947908Z
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 17a75f0f-a691-421b-bfb5-28362277a235 · outbound
This paper cites Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T18:01:19.940440Z
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 963251ac-672a-48aa-8c60-0138ad03e462 · outbound
This paper cites UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:05:04.942946Z
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 97721b98-8847-4093-b730-d0b0531ee669 · outbound
This paper cites Step1X-Edit: A Practical Framework for General Image Editing.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Step1X-Edit: A Practical Framework for General Image Editing
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:05:04.936530Z
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 8e5ac598-6518-4527-aef0-5eb4d5eab0b4 · outbound
This paper cites I2ebench: A comprehensive benchmark for instruction-based image editing.Advancesin NeuralInformation ProcessingSystems, 37:41494–41516.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model I2ebench: A comprehensive benchmark for instruction-based image editing.Advancesin NeuralInformation ProcessingSystems, 37:41494–41516
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.184591Z
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 0a1e7150-bde0-49f0-92bd-4beac5722fe4 · outbound
This paper cites GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.951868Z
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 a92ee156-05e1-4be5-973e-00cc73cf1dd7 · outbound
This paper cites Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.981965Z
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 b57fc010-c4fa-4705-a581-be032ecb4093 · outbound
This paper cites Emu edit: Precise image editing via recognition and generation tasks.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Emu edit: Precise image editing via recognition and generation tasks
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.195493Z
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 49d8acc9-221d-40ff-a06d-bd6341c7b197 · outbound
This paper cites Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:05:04.975537Z
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 6aad4ec5-68a5-4111-889b-b4478ffe377e · outbound
This paper cites Instructedit: Improving automatic masks for diffusion- based image editing with user instructions.http://hdl.handle.net/10754/692507.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Instructedit: Improving automatic masks for diffusion- based image editing with user instructions.http://hdl.handle.net/10754/692507
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.197518Z
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 764aa852-a77e-4a0e-b65a-f48a67c7346c · outbound
This paper cites Real-esrgan: Training real-world blind super-resolution with pure synthetic data.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Real-esrgan: Training real-world blind super-resolution with pure synthetic data
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.176060Z
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 c3755d0b-1930-4f65-9802-952a388a047d · outbound
This paper cites Qwen-Image Technical Report.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Qwen-Image Technical Report
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:05:04.978673Z
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 cb75bae4-4c56-4e74-afd4-77cfa223ab65 · outbound
This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model OmniGen2: Towards Instruction-Aligned Multimodal Generation
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:05:04.993012Z
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 1c20257b-e448-47cf-bad4-28b558dd828a · outbound
This paper cites V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.972295Z
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 e35f7ad1-2253-49b3-9b30-4a1d9e47221a · outbound
This paper cites KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models.
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 2026-08-16T06:30:59.297886+00:00.
Observation e40ed82e-1e15-4006-858f-fafa24811dea · outbound
This paper cites ImgEdit: A Unified Image Editing Dataset and Benchmark.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model ImgEdit: A Unified Image Editing Dataset and Benchmark
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:05:04.969002Z
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 0ca816cf-f426-4604-9406-1f0667e4d79e · outbound
This paper cites Anyedit: Mastering unified high-quality image editing for any idea.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Anyedit: Mastering unified high-quality image editing for any idea
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.188934Z
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 ce1ff5fc-00b3-4f3d-a6a5-af6975f09cbb · outbound
This paper cites AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.939767Z
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 7240203a-4c86-4917-81f9-a8c7ffff2f40 · outbound
This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Magicbrush: A manually annotated dataset for instruction-guided image editing
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.180361Z
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 9ef13f6d-de9f-4e6c-b3df-8224a1ddbc83 · outbound
This paper cites MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:05:04.933077Z
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 ced9c561-46ff-41e5-ad37-3e66cde94a6d · outbound
This paper cites Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:05:04.955630Z
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 935f5265-4e36-4acd-b68e-8387297ec327 · outbound
This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in neural informationprocessingsystems, 36:46595–46623.
DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in neural informationprocessingsystems, 36:46595–46623
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:05:05.186888Z
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.