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Paper Citation Record · LEDGER

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation

As of 11 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2607.25641.

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

pith.paper-citation-record.v1
2607.25641 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T01:54:37.880433Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved34
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 489232eb-d9af-4a1a-a01b-039145f17575 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 1

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doi, observed 2026-08-01T01:55:58.643594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 17a59c8f-d7ca-4c63-873d-e3a346f76714 · outbound

This paper cites HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer

Reference 2

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Observation 85afa951-9a46-4877-b831-aabd9bc1644d · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 3

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation bfcf0ef5-1b5e-40fe-9b45-b0659cd301b9 · outbound

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

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 4

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Observation b65c95ab-d2aa-4c6a-ba35-fba9e8056f5a · outbound

This paper cites Seedream 4.0: Toward Next-generation Multimodal Image Generation.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Seedream 4.0: Toward Next-generation Multimodal Image Generation

Reference 5

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Observation 5c246877-d4d8-4903-bf19-87dc913028fe · outbound

This paper cites Emu3.5: Native Multimodal Models are World Learners.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Emu3.5: Native Multimodal Models are World Learners

Reference 6

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Observation 195a6d15-b859-49e0-af30-e6f8a0ca29c1 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 7

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Observation 556c9194-975a-4e25-8e19-85ae7ebe2b41 · outbound

This paper cites DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models

Reference 8

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Observation 470f86f7-73b8-4a99-a834-004d57be6400 · outbound

This paper cites Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, and William Yang Wang.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, and William Yang Wang

Reference 9

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Observation 64f394f1-01c4-4210-9b78-a5196d16eef7 · outbound

This paper cites Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense?.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense?

Reference 10

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Observation 7d1b0745-2451-44b9-b9a9-689bebedf1c3 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 11

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Observation 301e3bca-ab21-4762-8a10-60fa8a5816e1 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 12

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Observation 433a58e0-15d0-45be-a09b-2487ba0be930 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 13

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Observation 382dd7ae-cc40-4dad-911c-4b5a4a8aba79 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 14

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Observation 53c877aa-46d2-4720-ba07-08aab2dc9004 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 15

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Observation 3f28d5eb-e507-484c-bee5-27a688710f3a · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 16

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Observation 1310d7ea-1e8c-49d6-a09d-209b061c540d · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 17

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Observation bd9c5045-0606-47fb-9f2f-c3eb33a48992 · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 18

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Observation 07be468f-00ae-4b8b-85f2-d78c96263e79 · outbound

This paper cites PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models

Reference 19

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Observation d0d328d2-bb63-4e20-974c-da1716a6f6ce · outbound

This paper cites WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation

Reference 20

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Observation 4067c7fe-787d-4e2d-80dd-d7b9b1a753f8 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 21

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Observation 6d30bb79-1a8c-4529-8714-843435c1cc2e · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 22

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Observation 3014bfb6-82bc-4dc8-9cae-c64ba3a22cad · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 23

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Observation 0fe52069-91c7-419a-ae93-db73cd3be15e · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 24

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Observation 609de051-5e25-4d66-8366-9228646e2255 · outbound

This paper cites Lumina-Image 2.0: A Unified and Efficient Image Generative Framework.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Lumina-Image 2.0: A Unified and Efficient Image Generative Framework

Reference 25

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Observation e03937d4-7c61-4a70-93fc-ad2f4144e165 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 26

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Observation 233e2ace-b81a-4a97-bc14-e45509ed264b · outbound

This paper cites Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J

Reference 27

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Observation 8dbaba23-89d4-4a07-8dea-ed4fdc8bc7d0 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 28

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Observation 17e20fed-08bb-49e3-a345-2a70a69709d5 · outbound

This paper cites Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Reference 29

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Observation 75f79e7b-5393-488d-9a8d-a1d683926d0d · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Wan: Open and Advanced Large-Scale Video Generative Models

Reference 30

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Observation 020d295c-0a5a-42d3-8c5d-f81b38af5ec4 · outbound

This paper cites Qwen-Image Technical Report.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Qwen-Image Technical Report

Reference 31

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Observation 0bb4c642-ca8c-410f-b66c-7df1ec26d8e2 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 32

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Observation 1cee89ce-8679-4e81-acd2-228f15bdb098 · outbound

This paper cites an unresolved cited work.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Unresolved cited work

Reference 33

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Observation 1ef25ba8-5ffe-4db3-8dab-c70698a47f92 · outbound

This paper cites Le, Denny Zhou, and Xinyun Chen.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Le, Denny Zhou, and Xinyun Chen

Reference 34

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Observation 6c8a6a02-67e5-4945-bd6d-e446b58fa215 · outbound

This paper cites WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation

Reference 35

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Observation b29efa03-dfdb-46fd-a628-eb6d1fa20ee5 · outbound

This paper cites Gradient Descent.

OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation Gradient Descent

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