StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback
Paper • 2510.20093 • Published
id stringlengths 5 15 | split stringclasses 1
value | image imagewidth (px) 512 768 | caption stringlengths 0 196 | has_caption bool 2
classes | qa_pairs dict | qa_count int32 0 25 | has_qa bool 2
classes |
|---|---|---|---|---|---|---|---|
alarm_clock_1 | negative | a classic alarm clock with two bells and four legs on a white background. | true | {
"question": [
"what type of object is this?",
"are there bells on the alarm clock?",
"what is on the alarm clock?",
"are there legs on the alarm clock?",
"what is on the alarm clock?",
"is the background white?",
"what color is the background?",
"are there two bells on the alarm cloc... | 10 | true | |
alarm_clock_10 | negative | a alarm clock pointing 10:10 with two black bells on a light gray background. | true | {
"question": [
"what type of object is this?",
"are there bells on the alarm clock?",
"what is on the alarm clock?",
"is there a background?",
"what is behind the alarm clock?",
"is the alarm clock pointing?",
"are the bells black?",
"what color are the bells?",
"is the background... | 11 | true | |
alarm_clock_100 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_101 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_102 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_103 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_104 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_105 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_106 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_107 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_108 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_109 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_11 | negative | a classic alarm clock with two bells on top on a light gray background. | true | {
"question": [
"what type of object is this?",
"are there bells on top of the alarm clock?",
"what is on top of the alarm clock?",
"is the background light gray?",
"what color is the background?",
"are there two bells?",
"how many bells are there?",
"is this a classic alarm clock?"
... | 8 | true | |
alarm_clock_110 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_111 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_112 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_113 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_114 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_115 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_116 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_117 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_118 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_119 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_12 | negative | a classic alarm clock with black bells and hands on a purple background featuring a lot of shading. | true | {
"question": [
"what type of object is this?",
"are there bells on the alarm clock?",
"what is on the alarm clock?",
"are there hands on the alarm clock?",
"what is on the alarm clock?",
"is there a background?",
"what is behind the alarm clock?",
"are the bells and hands black?",
... | 10 | true | |
alarm_clock_120 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_121 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_122 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_123 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_124 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_125 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_126 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_127 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_128 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_129 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_13 | negative | an alarm clock with a round face and bold numbers on a white background featuring a lot of shading. | true | {
"question": [
"what type of object is this?",
"is there a face on the alarm clock?",
"what is on the alarm clock?",
"are there numbers on the alarm clock?",
"what is on the alarm clock?",
"is there a background on the alarm clock?",
"what is on the alarm clock?",
"is the background w... | 9 | true | |
alarm_clock_130 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_131 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_132 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_133 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_134 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_135 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_136 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_137 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_138 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_139 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_14 | negative | an alarm clock with red bells and black hands on a white background featuring a lot of shading. | true | {
"question": [
"what type of object is this?",
"are there bells on the alarm clock?",
"what is on the alarm clock?",
"are there hands on the alarm clock?",
"what is on the alarm clock?",
"is there a background?",
"what is behind the alarm clock?",
"is this a drawing?"
],
"choices"... | 8 | true | |
alarm_clock_140 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_141 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_142 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_143 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_144 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_145 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_146 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_147 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_148 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_149 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_15 | negative | a round alarm clock with a single hand, one bell and a striped winder on a light brown background featuring a lot of shading. | true | {
"question": [
"what type of object is this?",
"is there a hand?",
"what is on the alarm clock?",
"is there a bell?",
"what is on the alarm clock?",
"is there a winder?",
"what is on the alarm clock?",
"is there a background?",
"what is on the alarm clock?"
],
"choices": [
... | 9 | true | |
alarm_clock_150 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_151 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_152 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_153 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_154 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_155 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_156 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_157 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_158 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_159 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_16 | negative | a alarm clock with a round frame and two bells on a white background featuring a lot of shading. | true | {
"question": [
"what type of object is this?",
"is there a frame?",
"what type of object is this?",
"are there bells?",
"what type of object is this?",
"is there a background?",
"what type of object is this?",
"is the background white?",
"what color is the background?",
"is th... | 15 | true | |
alarm_clock_160 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_161 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_162 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_163 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_164 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_165 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_166 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_167 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_168 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_169 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_17 | negative | an alarm clock with two bells on a light gray background. | true | {
"question": [
"what type of object is this?",
"are there bells on the alarm clock?",
"what is on the alarm clock?",
"is there a background?",
"what is behind the alarm clock?",
"is the background light gray?",
"what color is the background?",
"is this a drawing?",
"is this a draw... | 11 | true | |
alarm_clock_170 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_171 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_172 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_173 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_174 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_175 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_176 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_177 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_178 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_179 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_18 | negative | A detailed drawing of a classic alarm clock with two bells and bold numbers on a textured beige background featuring a lot of shading. | true | {
"question": [
"what type of object is this?",
"are there bells on the alarm clock?",
"what is on the alarm clock?",
"are there numbers on the alarm clock?",
"what is on the alarm clock?",
"is there a background?",
"what is behind the alarm clock?",
"is the background beige?",
"wh... | 10 | true | |
alarm_clock_180 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_181 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_182 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_183 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_184 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_185 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_186 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_187 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_188 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false | ||
alarm_clock_189 | negative | false | {
"question": [],
"choices": [],
"answer": [],
"element_type": [],
"element": []
} | 0 | false |
This dataset contains sketch images with optional captions and optional question-answer pairs.
positive, negativeimagecaptionqa_pairshas_captionhas_qaqa_pairs column.positive: 24000 rowsnegative: 11851 rowsziiio/SketchDUOhttps://zihos.github.io/StableSketcherhttps://arxiv.org/abs/2510.20093@article{park2025stablesketcher,
title={StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback},
author={Park, Jiho and Choi, Sieun and Seo, Jaeyoon and Kim, Jihie},
journal={arXiv preprint arXiv:2510.20093},
year={2025}
}