Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:56:57.572238Z
Paper Citation Record · LEDGER
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
As of 22 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 8 inbound Pith citation observations for arXiv:2505.11493.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T02:13:11.616524Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-09T21:16:34.356874Z
Reference resolution
39 of 39 outbound references displayed
- verified exact0
- verified fuzzy26
- unresolved12
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 81bec61a-efb1-4fdf-8924-39a59b4639d4 · outbound
This paper cites Gpt image 1: State-of-the-art image generation model.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Gpt image 1: State-of-the-art image generation model
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:58.088081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8e51f168-1b17-4138-86eb-2d1067fbf0d1 · outbound
This paper cites Learning transferable visual models from natural language supervision, 2021.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Learning transferable visual models from natural language supervision, 2021
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.404174Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea3ce325-82f4-4fff-99a8-fffbc919de2e · outbound
This paper cites I2ebench: A comprehensive benchmark for instruction-based image editing.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing I2ebench: A comprehensive benchmark for instruction-based image editing
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:58.071704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0e1d0b3c-9bae-4861-8b7a-305deeb0d410 · outbound
This paper cites Guiding Instruction-based Image Editing via Multimodal Large Language Models.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Guiding Instruction-based Image Editing via Multimodal Large Language Models
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:58.061483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation edffa18e-3844-49cc-a703-4131f0cb9ffd · outbound
This paper cites Omnigen: Unified image generation, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Omnigen: Unified image generation, 2024
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.420481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b49e253-966c-4617-9d74-4ebd555264bc · outbound
This paper cites Ie-bench: Advancing the measurement of text-driven image editing for human perception alignment, 2025.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Ie-bench: Advancing the measurement of text-driven image editing for human perception alignment, 2025
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:58.042853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 292d0fe9-74b7-4d78-a526-77ad969ad749 · outbound
This paper cites Imagen editor and editbench: Advancing and evaluating text-guided image inpainting.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Imagen editor and editbench: Advancing and evaluating text-guided image inpainting
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:58.032062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1b3476cb-77d4-4706-86e5-c05dd4b17285 · outbound
This paper cites Diffedit: Diffusion- based semantic image editing with mask guidance, 2022.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Diffedit: Diffusion- based semantic image editing with mask guidance, 2022
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:58.020312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 04edc1e5-bf60-4cdd-ba47-9a59a2916431 · outbound
This paper cites Prompt-to-prompt image editing with cross attention control, 2022.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Prompt-to-prompt image editing with cross attention control, 2022
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.436584Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe8a8261-08d1-4f0f-a472-82d14a885f78 · outbound
This paper cites Imagic: Text-based real image editing with diffusion models.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Imagic: Text-based real image editing with diffusion models
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.999987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 38d8250c-d5bf-4362-a327-1044268d6ab2 · outbound
This paper cites an unresolved cited work.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:56:57.988997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 90d2569a-f3df-4153-9c53-3e8c297fba24 · outbound
This paper cites Instructdiffusion: A generalist modeling interface for vision tasks, 2023.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Instructdiffusion: A generalist modeling interface for vision tasks, 2023
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.979055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 22cb097a-c808-489a-bc9e-9afe15a04dd9 · outbound
This paper cites Univg: A generalist diffusion model for unified image generation and editing, 2025.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Univg: A generalist diffusion model for unified image generation and editing, 2025
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.968824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6a63aadc-a642-45b6-b163-93333a47992c · outbound
This paper cites Le, Tuan Pham, Sangho Lee, Christopher Clark, Aniruddha Kembhavi, Stephan Mandt, Ranjay Krishna, and Jiasen Lu.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Le, Tuan Pham, Sangho Lee, Christopher Clark, Aniruddha Kembhavi, Stephan Mandt, Ranjay Krishna, and Jiasen Lu
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.951692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5c2c23ee-63a1-499a-8eaa-3e40ce7f39e4 · outbound
This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Magicbrush: A manually annotated dataset for instruction-guided image editing
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.460898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 904db2a7-cc27-472a-aad3-8083b2d385b5 · outbound
This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large language models, 2023.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Smartedit: Exploring complex instruction-based image editing with multimodal large language models, 2023
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.465188Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18801c2b-ca81-4644-9be6-fdde186b864d · outbound
This paper cites Instructany2pix: Flexible visual editing via multimodal instruction following, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Instructany2pix: Flexible visual editing via multimodal instruction following, 2024
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.919556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a15a49bd-243a-47b1-8f1c-f3a82bccf851 · outbound
This paper cites Text-driven image editing via learnable regions, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Text-driven image editing via learnable regions, 2024
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.903014Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b616a069-7e0d-442e-bbf9-3172312a60df · outbound
This paper cites Instructgie: Towards generalizable image editing, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Instructgie: Towards generalizable image editing, 2024
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.887144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 98fb505f-7302-4cb6-9f27-cbb0631fc769 · outbound
This paper cites Stylebooth: Image style editing with multimodal instruction, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Stylebooth: Image style editing with multimodal instruction, 2024
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.871091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1b6415d6-1b57-4c04-b166-9ef783b8645b · outbound
This paper cites Zone: Zero-shot instruction-guided local editing, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Zone: Zero-shot instruction-guided local editing, 2024
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.853875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 12df2a12-e338-456f-9d52-e04088a022e4 · outbound
This paper cites Focus on your instruction: Fine-grained and multi-instruction image editing by attention modulation, 2023.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Focus on your instruction: Fine-grained and multi-instruction image editing by attention modulation, 2023
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.837795Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1a2f6614-539b-4ff5-9461-8fcf708c3834 · outbound
This paper cites Leveraging llms for on-the-fly instruction guided image editing, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Leveraging llms for on-the-fly instruction guided image editing, 2024
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.819116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 06ea91ed-6fcb-42a4-bb39-20dc873fc552 · outbound
This paper cites Instructbrush: Learning attention-based instruction optimization for image editing, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Instructbrush: Learning attention-based instruction optimization for image editing, 2024
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.803672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 04f41920-0d5d-44cc-9bf9-0b247d99acc6 · outbound
This paper cites Editval: Benchmarking diffusion based text-guided image editing methods, 2023.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Editval: Benchmarking diffusion based text-guided image editing methods, 2023
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.783459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 52f08ae4-435e-40f7-b20a-db5225211d38 · outbound
This paper cites Tifa: Accurate and interpretable text-to-image faithfulness evaluation with question answering, 2023.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Tifa: Accurate and interpretable text-to-image faithfulness evaluation with question answering, 2023
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.510412Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 822cca3a-508d-4cb8-9db1-539e755e13d6 · outbound
This paper cites Davidsonian scene graph: Improving reliability in fine-grained evaluation for text-to-image generation, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Davidsonian scene graph: Improving reliability in fine-grained evaluation for text-to-image generation, 2024
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.756125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 45eb1feb-c2ba-4ad0-94c7-016ea48a4e02 · outbound
This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.519213Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 296ff5d6-76ba-443e-af03-9c7d35151961 · outbound
This paper cites Segment Anything.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Segment Anything
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.524097Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cac0d71-66ba-4202-bddb-96add496b5c7 · outbound
This paper cites Distinctive image features from scale-invariant keypoints.International journal of computer vision, 60:91–110, 2004.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Distinctive image features from scale-invariant keypoints.International journal of computer vision, 60:91–110, 2004
Reference 30
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 538d6a64-e098-4005-a249-ffbce8635586 · outbound
This paper cites Fast approximate nearest neighbors with automatic algorithm configuration.VISAPP (1), 2(331-340):2, 2009.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Fast approximate nearest neighbors with automatic algorithm configuration.VISAPP (1), 2(331-340):2, 2009
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.730638Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3e623d27-6cf1-427b-82fc-7e8d6861db4f · outbound
This paper cites Introducing gemini 2.0: our new ai model for the agentic era.https://blog.google/ technology/google-deepmind/google-gemini-ai-update-december-2024/, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Introducing gemini 2.0: our new ai model for the agentic era.https://blog.google/ technology/google-deepmind/google-gemini-ai-update-december-2024/, 2024
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.715194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 11ebe122-e2f9-43fe-b337-5711e560e699 · outbound
This paper cites Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, and Mohammad Norouzi.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, and Mohammad Norouzi
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.542483Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6893f86d-0714-4444-ac8f-9943816a0cf9 · outbound
This paper cites Scaling autoregressive models for content-rich text-to-image generation, 2022.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Scaling autoregressive models for content-rich text-to-image generation, 2022
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:56:57.547394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ed0388a-4c80-49e4-89b7-761203ab8a4e · outbound
This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation, 2023.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Pick-a-pic: An open dataset of user preferences for text-to-image generation, 2023
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.687268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 813d41cb-f06e-4307-ac17-27c410811c57 · outbound
This paper cites Evalmuse-40k: A reliable and fine-grained bench- mark with comprehensive human annotations for text-to-image generation model evaluation, 2024.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Evalmuse-40k: A reliable and fine-grained bench- mark with comprehensive human annotations for text-to-image generation model evaluation, 2024
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.674666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation eafd5d98-a6d3-46db-ba60-593cbaf778ca · outbound
This paper cites Agiqa-3k: An open database for ai-generated image quality assessment, 2023.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Agiqa-3k: An open database for ai-generated image quality assessment, 2023
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.661018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2e04d391-29b4-48fe-a388-b5c475e50fce · outbound
This paper cites Lmm4lmm: Benchmarking and evaluating large-multimodal image generation with lmms, 2025.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Lmm4lmm: Benchmarking and evaluating large-multimodal image generation with lmms, 2025
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:56:57.648883Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e7ecedde-d109-4ecf-8d32-df6cc6d325ee · outbound
This paper cites Color Change.
GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing Color Change
Reference 39
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-15T20:56:57.635000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
Observation 0a1e7150-bde0-49f0-92bd-4beac5722fe4 · 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 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 2026-08-21T06:32:19.484+00:00.
Observation 4f0abb18-d53c-4ad5-b0ee-428d954cb699 · inbound
MULTITEXTEDIT: Benchmarking Cross-Lingual Degradation in Text-in-Image Editing cites this paper.
MULTITEXTEDIT: Benchmarking Cross-Lingual Degradation in Text-in-Image Editing GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
Reference 20
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T08:26:23.441082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 847f0ef5-9046-4ddd-afc7-dac030866610 · inbound
Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis cites this paper.
Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T14:25:45.982484Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b4d2bef4-f75e-4b7f-973a-790357831bd4 · inbound
SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing cites this paper.
SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T01:06:23.932282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 77a83c56-d90d-4dc5-9c64-6974e62a771e · inbound
MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching cites this paper.
MT-EditFlow: Reinforcement Learning for Multi-Turn Image Editing with Flow Matching GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
Reference 37
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T22:46:18.509247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a395a2c7-1ebb-42ab-8525-4400c3b08dad · inbound
DuET: Dual Expert Trajectories for Diffusion Image Editing cites this paper.
DuET: Dual Expert Trajectories for Diffusion Image Editing GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T14:38:29.287541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 00b27926-85f0-4366-b1e9-7066df7cd3a4 · inbound
DuET: Dual Expert Trajectories for Diffusion Image Editing cites this paper.
DuET: Dual Expert Trajectories for Diffusion Image Editing GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T02:13:11.616524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b98832a1-4a4a-4dae-a501-32b7d9362ab8 · inbound
Making Implicit Preservation Intent Explicit in Conversational Image Editing cites this paper.
Making Implicit Preservation Intent Explicit in Conversational Image Editing GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing
Reference 26
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- local_arxiv, observed 2026-07-09T21:16:34.358163Z
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