Paper Citation Record · LEDGER

Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2404.16820.

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

pith.paper-citation-record.v1
2404.16820 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:09:49.004067Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-07T13:23:47.397860Z

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 57d1ac99-8deb-48e4-80f5-87aea59be5cf · inbound

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps cites this paper.

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 88

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:45:17.616045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ace5e260-5e3c-49bd-adc4-946f4dc02aba · inbound

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment cites this paper.

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T15:09:49.004067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 475f24c2-1a02-417d-9cba-5689a313e5f6 · inbound

DetailMaster: Can Your Text-to-Image Model Handle Long Prompts? cites this paper.

DetailMaster: Can Your Text-to-Image Model Handle Long Prompts? Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:30.485554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e87ac9c-38de-46f8-a40f-655a398cedf0 · inbound

Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image Generation cites this paper.

Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image Generation Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:20.385035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58ad5f0f-98bf-4095-99ed-04eb8fb06ffb · inbound

MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models cites this paper.

MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:37.111721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac1cb8d5-3e7a-40dc-a870-2c8bc2c35341 · inbound

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation cites this paper.

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T05:25:44.463994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f715e3cf-606d-4af0-979d-491ffc7800f5 · inbound

A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation cites this paper.

A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T05:20:51.210596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36fb1309-36bf-4877-aa34-1faa11774360 · inbound

Re-Thinking the Automatic Evaluation of Image-Text Alignment in Text-to-Image Models cites this paper.

Re-Thinking the Automatic Evaluation of Image-Text Alignment in Text-to-Image Models Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:42.724690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea2bdfe5-5691-4f90-92f6-1b27532cca03 · inbound

A Survey on Generative Model Unlearning: Fundamentals, Taxonomy, Evaluation, and Future Direction cites this paper.

A Survey on Generative Model Unlearning: Fundamentals, Taxonomy, Evaluation, and Future Direction Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 233

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:40.441666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f071082c-68c5-4710-8297-e22eb0c69001 · inbound

Intermediate Text Representation Guided Text-to-Image Generation for Enhancing One-and-Only Alignment cites this paper.

Intermediate Text Representation Guided Text-to-Image Generation for Enhancing One-and-Only Alignment Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T08:24:27.095511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b5f4f05e-57d7-48d0-a4e2-aad7513ff0bd · inbound

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation cites this paper.

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 48

Resolution: metadata mismatch; local_arxiv, observed 2026-07-07T13:23:47.403328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4f807f78-c141-448a-95ef-ed489fcd75e5 · inbound

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation cites this paper.

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-11T07:09:39.972776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.