Exploring the AI Obedience: Why is Generating a Pure Color Image Harder than CyberPunk?
Paper • 2603.00166 • Published
Datasets:
id string | prompt string | task int64 | ground_truth image | color_1 string | color_2 string | hex_val_1 string | hex_val_2 string | direction string | shape string | position string | size_ratio string | center_x string | center_y string | mask_type string | image_id string | image1_path image | image2_path image |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
id_1 | Generate an image with pure pink color. | 1 | pink color | null | #E68697 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_2 | Generate an image with pure red color. | 1 | red color | null | #B92842 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_3 | Generate an image with pure yellowish pink. | 1 | yellowish pink | null | #EA9A90 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_4 | Generate an image with pure reddish orange. | 1 | reddish orange | null | #D7472A | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_5 | Generate an image with pure reddish brown. | 1 | reddish brown | null | #7A2C26 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_6 | Generate an image with pure orange color. | 1 | orange color | null | #DC7D34 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_7 | Generate an image with pure brown color. | 1 | brown color | null | #7F4829 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_8 | Generate an image with pure orange yellow. | 1 | orange yellow | null | #E3A045 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_9 | Generate an image with pure yellowish brown. | 1 | yellowish brown | null | #976B39 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_10 | Generate an image with pure yellow color. | 1 | yellow color | null | #D9B451 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_11 | Generate an image with pure olive brown. | 1 | olive brown | null | #7F6129 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_12 | Generate an image with pure greenish yellow. | 1 | greenish yellow | null | #D0C445 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_13 | Generate an image with pure olive color. | 1 | olive color | null | #72672C | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_14 | Generate an image with pure yellow green. | 1 | yellow green | null | #A0C245 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_15 | Generate an image with pure olive green. | 1 | olive green | null | #3E501F | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_16 | Generate an image with pure yellowish green. | 1 | yellowish green | null | #4AC34D | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_17 | Generate an image with pure green color. | 1 | green color | null | #4FBF9A | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_18 | Generate an image with pure bluish green. | 1 | bluish green | null | #43BDB8 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_19 | Generate an image with pure greenish blue. | 1 | greenish blue | null | #3EA6C6 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_20 | Generate an image with pure blue color. | 1 | blue color | null | #3B74C0 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_21 | Generate an image with pure purplish blue. | 1 | purplish blue | null | #4F47C6 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_22 | Generate an image with pure violet color. | 1 | violet color | null | #7842C5 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_23 | Generate an image with pure purple color. | 1 | purple color | null | #AC4AC3 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_24 | Generate an image with pure reddish purple. | 1 | reddish purple | null | #BB30A4 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_25 | Generate an image with pure purplish pink. | 1 | purplish pink | null | #E589BF | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_26 | Generate an image with pure purplish red. | 1 | purplish red | null | #BA2B77 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_27 | Generate an image with pure white color. | 1 | white color | null | #E7E1E9 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_28 | Generate an image with pure gray color. | 1 | gray color | null | #938E93 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_29 | Generate an image with pure black color. | 1 | black color | null | #2B292B | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_30 | Create a solid background in pink color. | 1 | pink color | null | #E68697 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_31 | Create a solid background in red color. | 1 | red color | null | #B92842 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_32 | Create a solid background in yellowish pink. | 1 | yellowish pink | null | #EA9A90 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_33 | Create a solid background in reddish orange. | 1 | reddish orange | null | #D7472A | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_34 | Create a solid background in reddish brown. | 1 | reddish brown | null | #7A2C26 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_35 | Create a solid background in orange color. | 1 | orange color | null | #DC7D34 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_36 | Create a solid background in brown color. | 1 | brown color | null | #7F4829 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_37 | Create a solid background in orange yellow. | 1 | orange yellow | null | #E3A045 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_38 | Create a solid background in yellowish brown. | 1 | yellowish brown | null | #976B39 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_39 | Create a solid background in yellow color. | 1 | yellow color | null | #D9B451 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_40 | Create a solid background in olive brown. | 1 | olive brown | null | #7F6129 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_41 | Create a solid background in greenish yellow. | 1 | greenish yellow | null | #D0C445 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_42 | Create a solid background in olive color. | 1 | olive color | null | #72672C | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_43 | Create a solid background in yellow green. | 1 | yellow green | null | #A0C245 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_44 | Create a solid background in olive green. | 1 | olive green | null | #3E501F | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_45 | Create a solid background in yellowish green. | 1 | yellowish green | null | #4AC34D | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_46 | Create a solid background in green color. | 1 | green color | null | #4FBF9A | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_47 | Create a solid background in bluish green. | 1 | bluish green | null | #43BDB8 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_48 | Create a solid background in greenish blue. | 1 | greenish blue | null | #3EA6C6 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_49 | Create a solid background in blue color. | 1 | blue color | null | #3B74C0 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_50 | Create a solid background in purplish blue. | 1 | purplish blue | null | #4F47C6 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_51 | Create a solid background in violet color. | 1 | violet color | null | #7842C5 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_52 | Create a solid background in purple color. | 1 | purple color | null | #AC4AC3 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_53 | Create a solid background in reddish purple. | 1 | reddish purple | null | #BB30A4 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_54 | Create a solid background in purplish pink. | 1 | purplish pink | null | #E589BF | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_55 | Create a solid background in purplish red. | 1 | purplish red | null | #BA2B77 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_56 | Create a solid background in white color. | 1 | white color | null | #E7E1E9 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_57 | Create a solid background in gray color. | 1 | gray color | null | #938E93 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_58 | Create a solid background in black color. | 1 | black color | null | #2B292B | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_59 | Create a featureless surface entirely filled with pink color. | 1 | pink color | null | #E68697 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_60 | Create a featureless surface entirely filled with red color. | 1 | red color | null | #B92842 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_61 | Create a featureless surface entirely filled with yellowish pink. | 1 | yellowish pink | null | #EA9A90 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_62 | Create a featureless surface entirely filled with reddish orange. | 1 | reddish orange | null | #D7472A | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_63 | Create a featureless surface entirely filled with reddish brown. | 1 | reddish brown | null | #7A2C26 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_64 | Create a featureless surface entirely filled with orange color. | 1 | orange color | null | #DC7D34 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_65 | Create a featureless surface entirely filled with brown color. | 1 | brown color | null | #7F4829 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_66 | Create a featureless surface entirely filled with orange yellow. | 1 | orange yellow | null | #E3A045 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_67 | Create a featureless surface entirely filled with yellowish brown. | 1 | yellowish brown | null | #976B39 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_68 | Create a featureless surface entirely filled with yellow color. | 1 | yellow color | null | #D9B451 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_69 | Create a featureless surface entirely filled with olive brown. | 1 | olive brown | null | #7F6129 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_70 | Create a featureless surface entirely filled with greenish yellow. | 1 | greenish yellow | null | #D0C445 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_71 | Create a featureless surface entirely filled with olive color. | 1 | olive color | null | #72672C | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_72 | Create a featureless surface entirely filled with yellow green. | 1 | yellow green | null | #A0C245 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_73 | Create a featureless surface entirely filled with olive green. | 1 | olive green | null | #3E501F | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_74 | Create a featureless surface entirely filled with yellowish green. | 1 | yellowish green | null | #4AC34D | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_75 | Create a featureless surface entirely filled with green color. | 1 | green color | null | #4FBF9A | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_76 | Create a featureless surface entirely filled with bluish green. | 1 | bluish green | null | #43BDB8 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_77 | Create a featureless surface entirely filled with greenish blue. | 1 | greenish blue | null | #3EA6C6 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_78 | Create a featureless surface entirely filled with blue color. | 1 | blue color | null | #3B74C0 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_79 | Create a featureless surface entirely filled with purplish blue. | 1 | purplish blue | null | #4F47C6 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_80 | Create a featureless surface entirely filled with violet color. | 1 | violet color | null | #7842C5 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_81 | Create a featureless surface entirely filled with purple color. | 1 | purple color | null | #AC4AC3 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_82 | Create a featureless surface entirely filled with reddish purple. | 1 | reddish purple | null | #BB30A4 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_83 | Create a featureless surface entirely filled with purplish pink. | 1 | purplish pink | null | #E589BF | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_84 | Create a featureless surface entirely filled with purplish red. | 1 | purplish red | null | #BA2B77 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_85 | Create a featureless surface entirely filled with white color. | 1 | white color | null | #E7E1E9 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_86 | Create a featureless surface entirely filled with gray color. | 1 | gray color | null | #938E93 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_87 | Create a featureless surface entirely filled with black color. | 1 | black color | null | #2B292B | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_88 | Produce a flat backdrop entirely in pink color. | 1 | pink color | null | #E68697 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_89 | Produce a flat backdrop entirely in red color. | 1 | red color | null | #B92842 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_90 | Produce a flat backdrop entirely in yellowish pink. | 1 | yellowish pink | null | #EA9A90 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_91 | Produce a flat backdrop entirely in reddish orange. | 1 | reddish orange | null | #D7472A | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_92 | Produce a flat backdrop entirely in reddish brown. | 1 | reddish brown | null | #7A2C26 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_93 | Produce a flat backdrop entirely in orange color. | 1 | orange color | null | #DC7D34 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_94 | Produce a flat backdrop entirely in brown color. | 1 | brown color | null | #7F4829 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_95 | Produce a flat backdrop entirely in orange yellow. | 1 | orange yellow | null | #E3A045 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_96 | Produce a flat backdrop entirely in yellowish brown. | 1 | yellowish brown | null | #976B39 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_97 | Produce a flat backdrop entirely in yellow color. | 1 | yellow color | null | #D9B451 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_98 | Produce a flat backdrop entirely in olive brown. | 1 | olive brown | null | #7F6129 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_99 | Produce a flat backdrop entirely in greenish yellow. | 1 | greenish yellow | null | #D0C445 | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet | |
id_100 | Produce a flat backdrop entirely in olive color. | 1 | olive color | null | #72672C | null | null | null | null | null | null | null | null | null | Not supported with pagination yet | Not supported with pagination yet |
End of preview. Expand in Data Studio
VIOLIN: VIsual Obedience Level-4 EvaluatIoN
VIOLIN (VIsual Obedience Level-4 EvaluatIoN) is a diagnostic benchmark designed to assess the Level-4 Instructional Obedience of text-to-image generative models.
While state-of-the-art models can render complex semantic scenes (e.g., "Cyberpunk cityscapes"), they often fail at the most fundamental deterministic tasks: generating a perfectly pure, texture-less color image. VIOLIN provides a rigorous framework to measure this "Paradox of Simplicity."
📊 Dataset Structure
| Task | Description | Metrics |
|---|---|---|
| 1. Color purity (single block) | Full-frame uniform color from ISCC–NBS Level-2. | drgb_ed, dlab_00, dsd, dced, dhf |
| 2. Color purity (two blocks) | Fill uniform color in two regions. | drgb_ed, dlab_00, dsd, dced, dhf |
| 3. Geometric shape | Render a specified shape (e.g., a circle) at a prompt-defined position and scale. | diou, ddist, dsize, dshape, dpure |
| 4. Image masking | Apply mask on image. Based on the image in TencentARC BrushNet. | diou, dbiou, dleak, ddist, dedge |
📁 How to Use
You can load the dataset directly via the Hugging Face datasets library:
from datasets import load_dataset
dataset = load_dataset("Perkzi/VIOLIN", split="test")
print(dataset[0])
📜 Citation
If you find this dataset or our research helpful, please consider citing our paper:
@article{li2026exploring,
title={Exploring the AI Obedience: Why is Generating a Pure Color Image Harder than CyberPunk?},
author={Li, Hongyu and Liu, Kuan and Chen, Yuan and Hu, Juntao and Lu, Huimin and Chen, Guanjie and Liu, Xue and Lu, Guangming and Huang, Hong},
journal={arXiv preprint arXiv:2603.00166},
year={2026}
}
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