Paper Citation Record · LEDGER

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation

As of 21 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 6 inbound Pith citation observations for arXiv:2505.01490.

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

pith.paper-citation-record.v1
2505.01490 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:21:03.959775Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:15:39.056728Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T21:15:04.740148Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy13
unresolved20
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5156b9e0-5340-4c08-ab63-65d34c2b78d8 · outbound

This paper cites Pixart- α, 2023.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Pixart- α, 2023

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.535697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ea0f5641-663d-494a-b56c-41e1a3c6fb44 · outbound

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

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.788762Z

Source-reported events for the cited work

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Observation f52913e4-fd80-4c42-a27a-ef8e42572d02 · outbound

This paper cites Cogview: Mastering text-to-image generation via transformers.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Cogview: Mastering text-to-image generation via transformers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.794031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c78459-63e2-42cc-bb15-a3bc63ec43c9 · outbound

This paper cites Scaling rectified flow trans- formers for high-resolution image synthesis, 2024.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Scaling rectified flow trans- formers for high-resolution image synthesis, 2024

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.799384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d10fbf6-fa10-4d28-8599-c33d4693be75 · outbound

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

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.804768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b11c57-6ead-4fab-aef7-2da2874d5f5c · outbound

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

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.809359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57f70801-2ce3-4ebe-84f2-68b7d283e0d0 · outbound

This paper cites Geneval: An object-focused framework for evaluating text- to-image alignment.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Geneval: An object-focused framework for evaluating text- to-image alignment

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.497421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6a76b079-4cf6-4721-87ec-1c8f6c85e3e9 · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.819558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9738b05-cf16-404a-9ee9-ddaa7b158600 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.826113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 802ace42-339b-4073-88af-9ab1d07951e5 · outbound

This paper cites T2i-compbench: A comprehensive bench- mark for open-world compositional text-to-image genera- tion.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation T2i-compbench: A comprehensive bench- mark for open-world compositional text-to-image genera- tion

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.831331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f350fbcf-a92e-4648-93d1-6c498bd3173d · outbound

This paper cites an unresolved cited work.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:21:04.458455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5fc7c835-9002-47d1-8190-5fda143f834a · outbound

This paper cites Playground v2.5: Three insights towards enhancing aesthetic quality in text-to-image genera- tion, 2024.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Playground v2.5: Three insights towards enhancing aesthetic quality in text-to-image genera- tion, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.441927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7da416eb-b37e-42e0-b0bb-43037ee1a701 · outbound

This paper cites Janusflow: Harmonizing autoregression and rectified flow for unified multimodal understanding and generation, 2024.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Janusflow: Harmonizing autoregression and rectified flow for unified multimodal understanding and generation, 2024

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.425217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7e061e2e-aedf-412c-b790-d4298859e3cc · outbound

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

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.851716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f118e9-dc57-4acb-950b-0f5c1813dd2a · outbound

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

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.857840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c31a09e9-fe47-40f0-928c-696f7e2fc23c · outbound

This paper cites Sdxl: Improving latent diffusion models for high-resolution image synthesis, 2023.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Sdxl: Improving latent diffusion models for high-resolution image synthesis, 2023

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.408771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation accb891c-8b06-4161-b25a-4efaee954668 · outbound

This paper cites Lumina-mgpt 2.0: Stand-alone autore- gressive image modeling, 2025.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Lumina-mgpt 2.0: Stand-alone autore- gressive image modeling, 2025

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.392623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 97038b01-f60d-4170-90d3-51b513edad7d · outbound

This paper cites SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.874113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c049eb9f-99d4-4eff-93ac-82ea9004ce72 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Emu3: Next-Token Prediction is All You Need

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.878868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0abfc7-90a9-45ca-a33b-42b094ec9816 · outbound

This paper cites Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.884328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf3f4944-a383-46b2-9ea4-dba77fdea222 · outbound

This paper cites Harmonizing visual representations for unified multimodal understanding and generation, 2025.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Harmonizing visual representations for unified multimodal understanding and generation, 2025

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.374317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 146b7fb0-8cd4-414b-a764-eae022dd83d1 · outbound

This paper cites VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.896062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c084c1f2-c906-4646-ae2c-86c35deb42f1 · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03f0e48d-dc45-4e86-bf35-bfda22f90330 · outbound

This paper cites Imagere- ward: Learning and evaluating human preferences for text- to-image generation.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Imagere- ward: Learning and evaluating human preferences for text- to-image generation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.358110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6ed38b81-92cf-40a4-8823-2a9a188f875d · outbound

This paper cites Bridging SFT and DPO for Diffusion Model Alignment with Self-Sampling Preference Optimization.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Bridging SFT and DPO for Diffusion Model Alignment with Self-Sampling Preference Optimization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T04:21:03.913750Z

Source-reported events for the cited work

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Observation cdddc680-6aad-40e1-8c1a-df6a03e07a24 · outbound

This paper cites Average Table 3.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Average Table 3

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.341158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 69c4c8ca-ebd9-4e7b-babd-f6497f51a6d1 · outbound

This paper cites The evalution prompt is: Evaluation Procedure.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation The evalution prompt is: Evaluation Procedure

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.324751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4606e5a-04ab-434f-8008-32e3b006a6d5 · outbound

This paper cites an unresolved cited work.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:21:04.306623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8dd315fa-eaa9-43e6-9ac3-0ceada21ace3 · outbound

This paper cites an unresolved cited work.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:21:04.288661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 52639836-0f0b-4978-8ed8-54898fe889b7 · outbound

This paper cites an unresolved cited work.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:21:04.270678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b1a52b52-5669-43ba-bdd8-797b3707dde3 · outbound

This paper cites You may only use what is explicitly shown or labeled in the image.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation You may only use what is explicitly shown or labeled in the image

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.251974Z

Source-reported events for the cited work

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Observation 46dd3d4d-c66e-474b-919f-20caba05d02b · outbound

This paper cites Standard.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation Standard

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.234813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2800a5c1-b025-4d8a-8201-2aeb172d149b · outbound

This paper cites item": "The honey gatherer wore simple shorts and was topless.

WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation item": "The honey gatherer wore simple shorts and was topless

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:21:04.217029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation a8c39ae7-e055-461f-a386-58e2306950d9 · inbound

T2VWorldBench: A Benchmark for Evaluating World Knowledge in Text-to-Video Generation cites this paper.

T2VWorldBench: A Benchmark for Evaluating World Knowledge in Text-to-Video Generation WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:29.263437Z

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Observation 2830227b-9eec-4644-b345-f9c2e2138914 · inbound

DriveCtrl: Conditioned Sim-to-Real Driving Video Generation cites this paper.

DriveCtrl: Conditioned Sim-to-Real Driving Video Generation WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:15:04.744553Z

Source-reported events for the cited work

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Observation d3fada0d-d836-4812-8bef-9284344304af · inbound

Qwen-Image-Bench: From Generation to Creation in Text-to-Image Evaluation cites this paper.

Qwen-Image-Bench: From Generation to Creation in Text-to-Image Evaluation WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:13:30.359078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8c55bed4-154c-4f7a-9369-f22feae33752 · inbound

Boogu-Image-0.1: Boosting Open Agentic Multimodal Generation via Understanding under a Minimal Budget cites this paper.

Boogu-Image-0.1: Boosting Open Agentic Multimodal Generation via Understanding under a Minimal Budget WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation

Reference 140

Resolution: unresolved; no resolver link, observed 2026-08-02T06:14:05.518722Z

Source-reported events for the cited work

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

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

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

Resolution: unresolved; no resolver link, observed 2026-08-01T01:54:37.880433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae267b74-6094-4415-a9d5-4277b5df018e · inbound

ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation cites this paper.

ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:15:39.056728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.