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Paper Citation Record · LEDGER

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

As of 14 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 13 inbound Pith citation observations for arXiv:2505.24787.

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

pith.paper-citation-record.v1
2505.24787 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:18:35.569184Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:01:48.603688Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T12:50:37.051545Z

Reference resolution

36 of 36 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved36
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6138d802-80e7-4a2e-accf-fa1c37cf62c4 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:32.077286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:32.077286Z digest=sha256:61a470624222ef387c8b38c9fecb6ab240ee24555e4b3e7a32ae09e6bb14044b

Observation b1307bc4-f36a-4f7e-8448-e36cf6c78709 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 2

Resolution
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no resolver link, observed 2026-08-07T12:18:32.190895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:32.190895Z digest=sha256:1ad3d48498bcb5442db185ff9cfce4c0305b041e577d667a104a929313c20231

Observation 21d00c3a-6e3d-4e15-a17b-9c0e6e19e530 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:18:38.104309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:18:32.307585Z digest=sha256:8a135d68539466f24d06b6f62516998d89d0281d27552c04add7d4129d09cc7c

Observation 72964c3b-ec1f-4d82-8ccc-2f9984ef9005 · outbound

This paper cites RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

Reference 4

Resolution
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no resolver link, observed 2026-08-07T12:18:32.404265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:32.404265Z digest=sha256:d0f973fc3d04d45c8770a1669a2f14806ae3abd9486d88762d90954ff41cda52

Observation f9e05ca0-be08-4147-969c-b18a3d36e5a5 · outbound

This paper cites GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:32.501235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:32.501235Z digest=sha256:8f465f3822ba387527a4abcf32ff9a2e1d18d47e34d7f444acdcd9eeb28e4f2e

Observation b3f0c90b-2bef-45b1-972f-8a68e39d3793 · outbound

This paper cites Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 6

Resolution
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no resolver link, observed 2026-08-07T12:18:32.622198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:32.622198Z digest=sha256:4ad810b340b5aa3d23518b07fbe3ad79f34c1a472f37331765ea40dd13329b53

Observation 9f48b0a8-4ad0-495d-ad10-d50b2b99aee7 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:32.746018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:32.746018Z digest=sha256:8db6a919e0a1dfa85f4689762573e123cfea05624f29814d8da601cecae6d828

Observation 00ac5c9c-a9f4-4504-96f7-6168089618ee · outbound

This paper cites Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

Reference 8

Resolution
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no resolver link, observed 2026-08-07T12:18:32.849767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:32.849767Z digest=sha256:e84bcb20ae409abb44ce5d4a19ba7bb6c249e1c12a8ac9d1fc0c47fbe3e88747

Observation 2ea46fac-3fd8-4b99-95e2-bccee79a588c · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:32.929483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:32.929483Z digest=sha256:301a06350f21f95676a6576b8b4a20df6e52c521632752646c7cc2fc31fa3338

Observation b7549a10-e95f-4a96-acfc-bed2c47b90a4 · outbound

This paper cites ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Reference 10

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no resolver link, observed 2026-08-07T12:18:33.014949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.014949Z digest=sha256:49ac5cc3c53050c8b84df4748f07ccc377ecb50765281270a60bd4b57713b160

Observation 643bba43-53c6-4acd-b5bb-89a518e950c9 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:33.103918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.103918Z digest=sha256:24035689a9ade9590a4e569a1caa12a66caaa60ac0ef8b36304dee571c2cc8e9

Observation 30a080cb-81d1-4e75-9be8-a5886e30f25f · outbound

This paper cites GPT-4o System Card.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation GPT-4o System Card

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:33.241433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.241433Z digest=sha256:fc47c2c4f17f5ebe60c8e04e3a00680c5264f78e95e84c1a1b72ee5ec2fb4c89

Observation 3fc4fcca-8607-4d3f-89b2-1a62594e9e94 · outbound

This paper cites T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:33.312078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.312078Z digest=sha256:de2283bf676630d93d9e7dabdf645d7ae6ae5d23ab34e94a6ab7c968e5915028

Observation d1fd0634-5d13-4715-bf6e-199f715a80b2 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:33.408593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.408593Z digest=sha256:d11806cf4210adc41365f620a2774cc48aee4aacd0645ebdc7d563a44817cb3e

Observation 45e9e2b8-63b4-4484-a920-a61a0bdab5c2 · outbound

This paper cites Step-level Reward for Free in RL-based T2I Diffusion Model Fine-tuning.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Step-level Reward for Free in RL-based T2I Diffusion Model Fine-tuning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:33.490433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.490433Z digest=sha256:b22a14f2dd69643c478ac95770836407d71d8e9af03c97e9de1c77542170496f

Observation 49d3edac-ad4b-4652-88dc-a6fa4324f036 · outbound

This paper cites Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:33.551160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.551160Z digest=sha256:055b93f3d6d5f2defb84b0ac84ac71e88e6044061ab17dbc749b7825e5e38533

Observation bef59f67-0fbb-435a-8d09-464cf048c4aa · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:18:37.847799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:18:33.619678Z digest=sha256:44a1c9cd9c929b796d27998ccdc07c0bccfbe79e347ee473df77022eb1c044b8

Observation c703ee5f-81e5-4454-ad6d-f38b1b8a6037 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 18

Resolution
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no resolver link, observed 2026-08-07T12:18:33.688290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.688290Z digest=sha256:52acb904c87b54a2d263ff7cc3224f8d0b3d396c05a5ad1697071e4ac0fbc876

Observation adb8227d-4dab-480d-a968-eae6ad352520 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:33.739163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.739163Z digest=sha256:0401bbe825cf78a2b6358dbc90cdbb0361078b29cd14536eccbafe942756b688

Observation 1abeb659-1d96-48c6-aaf1-e0ba4a926489 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:33.872566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:33.872566Z digest=sha256:aaafc6897f0c18a17c95c0d86edd43fedb345026f5dccf3d49ff39eb8e67847c

Observation a17e5d1e-7d16-41f0-a054-620d1148c6ba · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:18:37.528674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:18:33.937547Z digest=sha256:86e6d7b435fd09111a93dc1bc873e45327a07136934dacd32c32bb44bc2412dd

Observation 2ab31898-5327-47a1-b49b-708acb3b3fe3 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:34.068646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:34.068646Z digest=sha256:555c812c2afd52cec956173969e89636e20d3161f960c952b2b6518da05a4466

Observation 2a82a75d-aad8-45dd-b291-1d815525617b · outbound

This paper cites Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control

Reference 23

Resolution
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no resolver link, observed 2026-08-07T12:18:34.185826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:34.185826Z digest=sha256:735bc8bae6852986d7972875f017970ae7bf734754e0cc6ce01270563db42fbd

Observation 0d2ebef7-3080-45db-908e-29089a13d263 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:34.291929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:34.291929Z digest=sha256:0b9b28c6e7a23705951ee3131d529dab108487bf273db388f0e826816b4f0770

Observation f824f0d1-9c6a-4a85-ab63-eb5096d04e49 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 25

Resolution
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no resolver link, observed 2026-08-07T12:18:34.380091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:34.380091Z digest=sha256:c660e04dc64719c61abb0fbf3506c66893b62b85e4d55457d9b43023f415d011

Observation e056e205-5db6-4f8c-9ca8-d6626c9eacbe · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:34.446828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:34.446828Z digest=sha256:e4ae399c0e39d703ee0840a890a638b3085a3d3c089588767421b0df28c706a6

Observation 43442d93-3b6c-434c-bb86-ba304b83921a · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:18:37.272237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:18:34.546192Z digest=sha256:e7bc33598b1f2d63fcece9d45f86d8ad7c7e99cf760f5238b1bdf52a8026edce

Observation ba355182-f50a-40e9-8fe3-ebf38d9e360a · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:18:37.003018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:18:34.606888Z digest=sha256:52aaaad7c17372535f7a7569531ce42a9e0f5cf9941ea149345578ec18ca09f9

Observation a5976a61-377d-4804-bb66-0e939212d2d1 · outbound

This paper cites OmniGen: Unified Image Generation.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation OmniGen: Unified Image Generation

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:34.697482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:34.697482Z digest=sha256:7673f0ffce18fdebe3f4f525cfc27ac1522a4c0701d990acc2ba0918bd2bb187

Observation 6277760c-2eba-4043-9987-cc4b9282299c · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:18:36.681967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:18:34.797267Z digest=sha256:e1ea152e0385d94e8dbd9dae6b04d0dfe27a5bc2098bf407c5def9b8a65a2b37

Observation a3f2a054-a099-40b1-80b8-47681ab0a413 · outbound

This paper cites Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:34.881146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:34.881146Z digest=sha256:be54224715c4da114fb3f158c1d4151b37157a7f4b0a11d60341cf6a4b872ef4

Observation da0910bb-19b9-4471-9ef9-71335f49ecbd · outbound

This paper cites Visual In-Context Learning for Large Vision-Language Models.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Visual In-Context Learning for Large Vision-Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:34.987500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:34.987500Z digest=sha256:1733fbfd9c3e3603803c6f65e3a9dbccd31ff45fbae993c8bd6fcbeb29b17c75

Observation f4a81c82-4f99-4008-8110-54f850ea9783 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:35.130624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:35.130624Z digest=sha256:45966db7d15b23c9a5555380ba127f8ae899ce82b14d30ad029eedcbd2eb1852

Observation 17709ca5-7594-4015-9eba-9ec4c7e232a5 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:18:36.434910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:18:35.248627Z digest=sha256:f320829f13de6f7cf94eb5474e06b5a870de08328d2330dff447587ac602b0ce

Observation b3ee151d-61fb-4225-b0fd-cf459e23e674 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:35.370202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:35.370202Z digest=sha256:afea6359b29bf307c59d46030391bb9ff4ffb8ccd9967ac03ef6a46716a2cf8d

Observation 20f41297-a7fb-4c90-beca-1ca735b99dca · outbound

This paper cites VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T12:18:35.569184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:18:35.569184Z digest=sha256:34a5d4ea88acfdfd523bd9daf2db416dd7b815d276ea9c53a909c46a19aaf903

Pith citing papers

Observation 9603bcd6-4bfb-4625-9543-c8d34410bcb3 · inbound

Large Language Models for Zero-Shot Multicultural Name Recognition cites this paper.

Large Language Models for Zero-Shot Multicultural Name Recognition Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:05.749972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:57:05.749972Z digest=sha256:597bb9531f710cf2d9439db965ce62bc7f642aec643d49c1bb5af07f97087e6f

Observation 36ea33ba-720d-4b0d-a522-6a82941ee6aa · inbound

Unlocking Compositional Control: Self-Supervision for LVLM-Based Image Generation cites this paper.

Unlocking Compositional Control: Self-Supervision for LVLM-Based Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 1

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no resolver link, observed 2026-08-06T20:01:48.603688Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T20:01:48.603688Z digest=sha256:b29e814342f8ca2b28a9437accef7f19b3dcda73bcbe892f0025100cae54e64d

Observation 21eb0ce8-b794-4f5c-af95-7c5121abd867 · inbound

LVLM-Composer's Explicit Planning for Image Generation cites this paper.

LVLM-Composer's Explicit Planning for Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 3

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no resolver link, observed 2026-08-06T19:58:01.777284Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T19:58:01.777284Z digest=sha256:684e7d93696f96b1a3353a707a7897265fd2e661738ca7f4609fecafbb709873

Observation 5ba1275a-4bbe-4f0b-9b05-f91ff74e114f · inbound

Harnessing RLHF for Robust Unanswerability Recognition and Trustworthy Response Generation in LLMs cites this paper.

Harnessing RLHF for Robust Unanswerability Recognition and Trustworthy Response Generation in LLMs Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 20

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unresolved
no resolver link, observed 2026-08-06T15:04:15.709414Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T15:04:15.709414Z digest=sha256:335f8815fef3fb2b4cc4ac4893e372e9ce811236c111e997ff25044f212bf367

Observation daf19fc4-d5db-48f6-9db2-a38e434b1910 · inbound

CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs cites this paper.

CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 3

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no resolver link, observed 2026-08-06T15:04:59.862849Z

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source=pdf_text observed=2026-08-06T15:04:59.862849Z digest=sha256:687f48192e9f8ac5a7fee4cef493608a2a8b2ef11be0e79bfcd33deadfeb5c61

Observation e802767c-5a96-4e20-90fd-f48a56ced6a5 · inbound

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation cites this paper.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 6

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no resolver link, observed 2026-08-06T01:06:37.738471Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T01:06:37.738471Z digest=sha256:cdb1101ff135cb252dad1f05f348dff7e61eb69565d4ab0ed6a90e18690a3987

Observation 034fb7ef-0c3a-441f-bd64-98a415ee6e30 · inbound

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation cites this paper.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 33

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no resolver link, observed 2026-08-06T01:06:40.994935Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T01:06:40.994935Z digest=sha256:b25c1a5f6caabba6d05fefe54163fae242fc7b7f4de73b0fa75b5bb7669ff3ba

Observation bd77dcd4-ac4e-44f0-9f5c-1324aa188f9c · inbound

MM-FusionNet: Context-Aware Dynamic Fusion for Multi-modal Fake News Detection with Large Vision-Language Models cites this paper.

MM-FusionNet: Context-Aware Dynamic Fusion for Multi-modal Fake News Detection with Large Vision-Language Models Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 24

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no resolver link, observed 2026-08-06T01:06:19.672807Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T01:06:19.672807Z digest=sha256:9de267d20fe78ed88d5b3a5238770deb3e07d2eda20833b8cd223bef84fa2d67

Observation c5bbb376-d18f-42b6-9b30-875985e83313 · inbound

DocRefine: An Intelligent Framework for Scientific Document Understanding and Content Optimization based on Multimodal Large Model Agents cites this paper.

DocRefine: An Intelligent Framework for Scientific Document Understanding and Content Optimization based on Multimodal Large Model Agents Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 12

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no resolver link, observed 2026-08-05T22:28:37.911045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:28:37.911045Z digest=sha256:3fae7db7f20f908d5b9a41d22fe47d09c2109762c16510a998877d4b8bc55003

Observation aaed9c9d-0d41-405b-9eb7-ce3cfa12fd03 · inbound

From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation cites this paper.

From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 41

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verified exact
arxiv_id, observed 2026-05-15T12:50:37.056810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-05-15T12:50:13.764159Z digest=sha256:c3cb91e2854c14d85809e0bbd1ec25ff04dc8baa094bb3c112dc8b8ca1210bd7

Observation 08cbf102-7cb3-46dc-95f8-35555b783808 · inbound

Hierarchical Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text cites this paper.

Hierarchical Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 9

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verified exact
arxiv_id, observed 2026-05-15T01:28:27.234052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-15T01:23:25.749397Z digest=sha256:adb47a5f074fa30c1ff940634acfe98eaab5f9566142ef6ab5e786a82ff52ca7

Observation 7ee6f1d4-bea6-4558-b0ea-ada8fe1a03a2 · inbound

Rethinking Reinforcement Fine-Tuning in LVLM: Convergence, Reward Decomposition, and Generalization cites this paper.

Rethinking Reinforcement Fine-Tuning in LVLM: Convergence, Reward Decomposition, and Generalization Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 40

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metadata mismatch
arxiv_id, observed 2026-05-10T03:14:07.686490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-05-10T03:14:04.535856Z digest=sha256:a8be59a1217dfdc6d3dab1fa4723f14837f9de3ef2767a6fab5789e23cf75fec

Observation 629945ed-2c5a-4c04-837e-122ea2c83260 · inbound

Spectral Origins of the Self-Correction Blind Spot in Autoregressive Generation cites this paper.

Spectral Origins of the Self-Correction Blind Spot in Autoregressive Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 42

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no resolver link, observed 2026-07-14T15:30:23.485228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T15:30:23.485228Z digest=sha256:08dc9daf489c8ac2f903aa1a83fed711053f5c3c22f58a9e6312dbf220fb5c03