Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:47:46.320263Z
Paper Citation Record · LEDGER
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench
As of 7 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2507.03015.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T13:41:53.768791Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T13:43:28.530458Z
Reference resolution
17 of 17 outbound references displayed
- verified exact0
- verified fuzzy15
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1de44947-54d9-4ce1-86a8-4b75cf2316db · outbound
This paper cites Adobe firefly.https://www.adobe.com/ products/firefly.html, 2023.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Adobe firefly.https://www.adobe.com/ products/firefly.html, 2023
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:49.314974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a8738068-6c89-4e7b-83f0-dd997c909acf · outbound
This paper cites Llama 3 model card.https://github.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Llama 3 model card.https://github
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:49.111461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 80329713-d5e4-4252-bebc-59e5411061a2 · outbound
This paper cites Improving image generation with better captions, 2023.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Improving image generation with better captions, 2023
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:48.911796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2eb6afe5-5123-41e9-b0f5-7ca38c365135 · outbound
This paper cites Flux.1: State-of-the-art image genera- tion.https://blackforestlabs.ai/, 2024.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Flux.1: State-of-the-art image genera- tion.https://blackforestlabs.ai/, 2024
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:48.685093Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation de5153c3-7481-4e21-aeb0-3089306800e1 · outbound
This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Scaling recti- fied flow transformers for high-resolution image synthesis
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:48.477928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 803a8fe3-23bc-4d2e-9229-d341454b9b78 · outbound
This paper cites Pope election.https://en.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Pope election.https://en
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:48.301905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 955acad3-2f6b-4b54-891c-2dfaf58d4cf6 · outbound
This paper cites Fair diffusion: Instructing text-to-image generation models on fairness.AI and Ethics, 2024.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Fair diffusion: Instructing text-to-image generation models on fairness.AI and Ethics, 2024
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:48.159906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ff86c9d-530f-4eb3-a1c9-35976f4133c2 · outbound
This paper cites Gemini image generation got it wrong.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Gemini image generation got it wrong
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:48.023649Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c1a1ff0e-a7f4-45c8-bdd2-09ce27849598 · outbound
This paper cites Imagen 3.https://deepmind.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Imagen 3.https://deepmind
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:47.857347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c0ce9fa-6980-47c0-8d2c-0c30aa38852d · outbound
This paper cites Imagen 3, 2024.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Imagen 3, 2024
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:47.710536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ff45d84a-541c-4f34-8c4b-bedd7928d324 · outbound
This paper cites Fair text-to-image diffusion via fair mapping.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Fair text-to-image diffusion via fair mapping
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:47.490068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 48ca76c7-9162-4498-9a0a-61d3d64b9e17 · outbound
This paper cites Visual instruction tuning.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Visual instruction tuning
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:47:45.962078Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6221ed8-2d64-44a0-9d9c-966a7050bef0 · outbound
This paper cites High-resolution image synthesis with latent diffusion models.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench High-resolution image synthesis with latent diffusion models
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:47.298764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ec0179ed-c327-41b7-b5e3-ce4a95c8cd2c · outbound
This paper cites Finetuning text-to-image diffusion models for fairness.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Finetuning text-to-image diffusion models for fairness
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:47.109263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b51997ed-ee41-4547-84d0-f8817ce80d14 · outbound
This paper cites Fairrag: Fair human genera- tion via fair retrieval augmentation.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Fairrag: Fair human genera- tion via fair retrieval augmentation
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:46.871359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0d5714b-bbb3-4570-b8ca-28562aef0f8d · outbound
This paper cites Survey of bias in text- to-image generation: Definition, evaluation, and mitigation,.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Survey of bias in text- to-image generation: Definition, evaluation, and mitigation,
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:47:46.248121Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e8bc3ee-096f-447f-8dff-3b70361865f8 · outbound
This paper cites Appendix Model details.We evaluated several models as shown in Tab.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench Appendix Model details.We evaluated several models as shown in Tab
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:47:46.634668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
Observation d7e886b7-5bbb-4513-a555-d1d2dc2e23e1 · inbound
No Safe Dose: How Training Data Drives Unsafe Image Generation cites this paper.
No Safe Dose: How Training Data Drives Unsafe Image Generation Beyond Overcorrection: Evaluating Diversity in T2I Models with DivBench
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T13:43:28.531887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.