Pith. sign in

Paper Citation Record · LEDGER

$\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2504.13143.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.13143 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:05:39.718864Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T01:06:23.900532Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 199a4f1e-c86b-4e8c-bf2f-7d9a6c582459 · inbound

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning cites this paper.

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-19T05:52:07.970894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-19T05:47:19.552825Z digest=sha256:78ec34272bccfdae1e78d3cd125672abf0f15f0ff0e2b1d0d9b7ca5d0bf130f4

Observation a2ebc351-07dc-4a79-84cd-95e12a8ff3e2 · inbound

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset cites this paper.

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T13:05:39.718864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:05:39.718864Z digest=sha256:c75865357e835a1014e65fc2745cf0454963be562d32f9aaaa3236d480c09b93

Observation fd3db96d-169e-49a6-876e-89d3a669e830 · inbound

InstructMoLE: Instruction-Guided Mixture of Low-rank Experts for Multi-Conditional Image Generation cites this paper.

InstructMoLE: Instruction-Guided Mixture of Low-rank Experts for Multi-Conditional Image Generation $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T19:11:11.496270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-16T19:10:47.425041Z digest=sha256:1d0ff4149f50bf9c69458a9eff2c5a22907d3baca916f5091414e01b2517265e

Observation 825b9327-b11d-4704-a225-1cfd4c49be71 · inbound

A Unified and Controllable Framework for Layered Image Generation with Visual Effects cites this paper.

A Unified and Controllable Framework for Layered Image Generation with Visual Effects $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:57:50.230872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-16T11:54:46.989748Z digest=sha256:2d4461a272569c231d67d53266b34acdc061fc529a677dbfba0af778d61553d6

Observation a2c173cb-f886-4e2a-9ba3-5861540282e8 · inbound

Dress-ED: Instruction-Guided Editing for Virtual Try-On and Try-Off cites this paper.

Dress-ED: Instruction-Guided Editing for Virtual Try-On and Try-Off $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:18:22.812461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-15T00:13:52.656486Z digest=sha256:5e88d23dd964c0718ff8c286caf0b128dfddd8a09c99aeb1499981f60f396587

Observation 93368e5a-812c-4f9b-a8a1-3d398f2da1f4 · inbound

Dress-ED: Instruction-Guided Editing for Virtual Try-On and Try-Off cites this paper.

Dress-ED: Instruction-Guided Editing for Virtual Try-On and Try-Off $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 62

Resolution
unresolved
no resolver link, observed 2026-07-13T20:12:18.187100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:12:18.187100Z digest=sha256:24978eae4157ddf9e0473f02b64b5e1ceba362dd4d9df3fbf8427f775c9e7466

Observation efde17d6-ad2d-44dd-aaea-9b9f2aa228af · inbound

Meta-CoT: Enhancing Granularity and Generalization in Image Editing cites this paper.

Meta-CoT: Enhancing Granularity and Generalization in Image Editing $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 73

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:41:19.354347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T04:30:28.636915Z digest=sha256:928b78f70de2e7d72775027216fe66ed8d83ef80346221365a879fc123d81714

Observation e1db7980-15ee-4ef6-8d9b-5ff79440ecdd · inbound

Towards Robust Sequential Decomposition for Complex Image Editing cites this paper.

Towards Robust Sequential Decomposition for Complex Image Editing $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:56:14.973127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-12T01:54:54.037578Z digest=sha256:af919bad90022d99624907b192c3ee81b42650a91fb8b673bac1db5573177614

Observation f6142f96-29b0-4f92-98fd-88bc6a291309 · inbound

Towards Robust Sequential Decomposition for Complex Image Editing cites this paper.

Towards Robust Sequential Decomposition for Complex Image Editing $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-01T13:35:46.896609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T22:54:28.692012Z digest=sha256:ba417fbc73c887c540bc9458a3c9af5895901be0ccfc5430c70b2f02b71e65a1

Observation abbd7bb1-a49d-46e9-bb55-760207d02dd3 · 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 $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:25:46.019648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-30T21:41:10.852265Z digest=sha256:bef0e93f3075149d93977da1b123e770c7c1208843de6456383365680f6d511c

Observation f3f6fdc0-0527-40d0-b198-3a26dd73b987 · 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 $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:06:23.902353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-06-28T12:54:20.815371Z digest=sha256:39025fb05837470bbc9f781f2cb5b3a13fa08304218e9dad77ba31b8c6e028ea

Observation 529219ff-a26c-46bf-a528-405a32cbd21a · 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 $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-07-01T22:46:18.532055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T15:07:29.897089Z digest=sha256:3ceca6789fd0d20e3559c103bc5e8d2e875b4a0f99d8c06f0413cc238a7e48bb

Observation 2aebc4e1-7561-47c1-8927-b344c3eeb6f3 · inbound

Instruction-based Image Editing: A Survey on Data, Models, Evaluation, and Applications cites this paper.

Instruction-based Image Editing: A Survey on Data, Models, Evaluation, and Applications $\texttt{Complex-Edit}$: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark

Reference 134

Resolution
unresolved
no resolver link, observed 2026-08-01T01:51:58.117025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:51:58.117025Z digest=sha256:a7c3182f32daa449a723f94ff04e882a42d91a013924d5b267780ca685bd61fb