Paper Citation Record · LEDGER

Evaluating Model Perception of Color Illusions in Photorealistic Scenes

As of 21 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2412.06184.

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

pith.paper-citation-record.v1
2412.06184 v1

Coverage vector

measured 42 of 42 reference resolution

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measured 42 of 42 standing notices

One-hop event checks from named stored sources.

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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

42 of 42 outbound references displayed

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External citation measurements

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Outbound references

Observation b6fb9c54-b4be-4b16-ac6e-ddd8e5c6ab6e · outbound

This paper cites Drunk tank pink: And other unexpected forces that shape how we think, feel, and behave.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Drunk tank pink: And other unexpected forces that shape how we think, feel, and behave

Reference 1

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Observation ea1698e4-8500-473b-a1a6-e71add8df153 · outbound

This paper cites Qwen-vl: A versatile vision-language model for un- derstanding, localization, text reading, and beyond, 2023.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Qwen-vl: A versatile vision-language model for un- derstanding, localization, text reading, and beyond, 2023

Reference 2

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Observation a18af148-70bb-4dc0-acee-8fcdf1504598 · outbound

This paper cites Sequential modeling enables scalable learn- ing for large vision models.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Sequential modeling enables scalable learn- ing for large vision models

Reference 3

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Observation 2366fa94-0bf5-4baf-8e47-9810641c3aa2 · outbound

This paper cites Understanding human perception by human-made illusions.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Understanding human perception by human-made illusions

Reference 4

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Observation fe6ea28b-dba3-4738-bd26-5ea52f167763 · outbound

This paper cites Spatialvlm: Endowing vision-language models with spatial reasoning capabilities, 2024.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Spatialvlm: Endowing vision-language models with spatial reasoning capabilities, 2024

Reference 5

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Observation 46255888-b836-4b26-a126-b250460515c3 · outbound

This paper cites Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks, 2024.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks, 2024

Reference 6

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Observation 407fa581-3337-4839-b7f0-1a2db7efb489 · outbound

This paper cites Reconstructing visual illusory ex- periences from human brain activity.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Reconstructing visual illusory ex- periences from human brain activity

Reference 7

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Observation fbc136b3-164b-4c74-a0f3-77e9c9363add · outbound

This paper cites Open visual knowledge extraction via relation-oriented mul- timodality model prompting.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Open visual knowledge extraction via relation-oriented mul- timodality model prompting

Reference 8

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Observation f4768329-3b31-4655-a609-a6f9a075d70f · outbound

This paper cites Biomedical visual instruction tuning with clinician preference alignment.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Biomedical visual instruction tuning with clinician preference alignment

Reference 9

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Observation 4684384d-410f-4647-95ec-2dce97409a84 · outbound

This paper cites Instructblip: Towards general- purpose vision-language models with instruction tuning,.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Instructblip: Towards general- purpose vision-language models with instruction tuning,

Reference 10

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Observation 52cc7cb5-b2cc-40f7-adfd-d208f1d5dcf5 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale, 2021.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes An image is worth 16x16 words: Transformers for image recognition at scale, 2021

Reference 11

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Observation f8ca1114-b072-448d-a66b-29d0e2204739 · outbound

This paper cites Smith, Wei-Chiu Ma, and Ranjay Krishna.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Smith, Wei-Chiu Ma, and Ranjay Krishna

Reference 12

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Observation f9fb28f5-004d-40bd-86d4-00be915e6dbc · outbound

This paper cites Visual illusion and action.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Visual illusion and action

Reference 13

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Observation 2182ba75-0679-41b8-8326-75e85c4b6eef · outbound

This paper cites Art and illusion: A study in the psychology of pictorial representation-millennium edition.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Art and illusion: A study in the psychology of pictorial representation-millennium edition

Reference 14

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Observation 97b3267b-e500-4076-81fb-bca3886ef567 · outbound

This paper cites Convolutional neural net- works can be deceived by visual illusions.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Convolutional neural net- works can be deceived by visual illusions

Reference 15

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Observation 5d43a477-cfd1-41b7-85c7-02dc657cd56f · outbound

This paper cites Color illusions also deceive cnns for low-level vision tasks: Analysis and implications.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Color illusions also deceive cnns for low-level vision tasks: Analysis and implications

Reference 16

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Observation ac9daf49-2c1e-4e98-856a-80a1d831823b · outbound

This paper cites Perceptual illusions and brain models.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Perceptual illusions and brain models

Reference 17

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Observation fdc7750e-b925-4790-8327-301a7a0bd37c · outbound

This paper cites Visual illusions.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Visual illusions

Reference 18

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This paper cites Deep residual learning for image recognition, 2015.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Deep residual learning for image recognition, 2015

Reference 19

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This paper cites Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco An- dreetto, and Hartwig Adam.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco An- dreetto, and Hartwig Adam

Reference 20

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Observation 7f9840e2-7e68-4300-951d-1e26b1b6c7e4 · outbound

This paper cites Visual instruction tuning, 2023.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Visual instruction tuning, 2023

Reference 21

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Observation 6c7f8656-3810-4176-90cb-718f6b749fb5 · outbound

This paper cites Improved baselines with visual instruction tuning, 2024.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Improved baselines with visual instruction tuning, 2024

Reference 22

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Observation 8d857924-c831-4e74-930a-4f47aaf47e29 · outbound

This paper cites Gao, Xi Vin- cent Wang, and Lihui Wang.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Gao, Xi Vin- cent Wang, and Lihui Wang

Reference 23

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This paper cites Art, illusion and the visual system.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Art, illusion and the visual system

Reference 24

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This paper cites Unified-io 2: Scaling autoregressive multimodal models with vision, language, audio, and action, 2023.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Unified-io 2: Scaling autoregressive multimodal models with vision, language, audio, and action, 2023

Reference 25

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Evaluating Model Perception of Color Illusions in Photorealistic Scenes Unresolved cited work

Reference 26

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Observation 35ffb4d2-373e-4b53-a9b3-f8fc8e13bec3 · outbound

This paper cites Top-down and bottom-up neuromodulation over two different visual illusions.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Top-down and bottom-up neuromodulation over two different visual illusions

Reference 27

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Observation 6e6cdeb9-2bb1-4400-9a7a-51461d16767c · outbound

This paper cites Top-down and bottom-up: The illusory contour as a microcosm of issues in perception.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Top-down and bottom-up: The illusory contour as a microcosm of issues in perception

Reference 28

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Observation 7dce6174-78d8-4f07-b9ca-53ba7a46002f · outbound

This paper cites Cross-cultural differences in visual perception of color, illusions, depth, and pictures.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Cross-cultural differences in visual perception of color, illusions, depth, and pictures

Reference 29

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This paper cites The m¨uller–lyer illusion seen by the brain: An event- related brain potentials study.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes The m¨uller–lyer illusion seen by the brain: An event- related brain potentials study

Reference 30

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This paper cites Anwer, Tim Bald- win, Michael Felsberg, and Fahad S.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Anwer, Tim Bald- win, Michael Felsberg, and Fahad S

Reference 31

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This paper cites Brightness illusions drive a neuronal response in the primary visual cortex under top-down modulation.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Brightness illusions drive a neuronal response in the primary visual cortex under top-down modulation

Reference 32

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Observation a94c3810-2420-4ad0-8311-6a0c4839632e · outbound

This paper cites IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models

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This paper cites Very deep convo- lutional networks for large-scale image recognition, 2015.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Very deep convo- lutional networks for large-scale image recognition, 2015

Reference 34

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This paper cites Grounding lan- guage in multi-perspective referential communication, 2024.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Grounding lan- guage in multi-perspective referential communication, 2024

Reference 35

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This paper cites Eyes wide shut? exploring the visual shortcomings of multimodal llms, 2024.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Eyes wide shut? exploring the visual shortcomings of multimodal llms, 2024

Reference 36

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This paper cites Ofa: Unifying architectures, tasks, and modalities through a simple sequence-to-sequence learning framework, 2022.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Ofa: Unifying architectures, tasks, and modalities through a simple sequence-to-sequence learning framework, 2022

Reference 37

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This paper cites Cogvlm: Visual expert for pretrained language models, 2024.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Cogvlm: Visual expert for pretrained language models, 2024

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:59:23.324134Z

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This paper cites Chain-of-thought prompting elicits reasoning in large language models, 2023.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Chain-of-thought prompting elicits reasoning in large language models, 2023

Reference 39

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This paper cites Vision-language models for vision tasks: A survey, 2024.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Vision-language models for vision tasks: A survey, 2024

Reference 40

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This paper cites Adding conditional control to text-to-image diffusion models, 2023.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes Adding conditional control to text-to-image diffusion models, 2023

Reference 41

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This paper cites role”: “system, “content.

Evaluating Model Perception of Color Illusions in Photorealistic Scenes role”: “system, “content

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:59:23.283449Z

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