AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: from the Perspectives of Quality, Authenticity and Correspondence
Paper
• 2307.00211 • Published
name stringlengths 5 8 | mos_quality float64 26.6 71.7 | mos_authenticity float64 28.4 71.6 | mos_correspondence float64 27.7 71.9 | std_quality float64 0.39 1.62 | std_authenticity float64 0.43 1.67 | std_correspondence float64 0.49 1.76 | from stringclasses 6 values | category stringclasses 10 values | subcategory stringclasses 11 values | prompt stringclasses 100 values |
|---|---|---|---|---|---|---|---|---|---|---|
2037.png | 53.890688 | 63.008964 | 65.836005 | 1.136708 | 0.933459 | 1 | Unidiffuser | Basic | World Knowledge | a photo of san francisco's golden gate bridge |
1978.png | 57.871848 | 55.328105 | 42.178223 | 1.316894 | 1.239694 | 0.713283 | stable-diffusion | Linguistic Structures | Produce & Plants | a banana without its peel |
855.png | 40.689585 | 52.678242 | 44.042118 | 0.718185 | 1.050063 | 0.923381 | Glide | Simple Detail | Artifacts | a teddy bear on a skateboard |
1719.png | 46.916862 | 39.407245 | 42.831829 | 1.182103 | 0.881917 | 1.056863 | stable-diffusion | Complex | World Knowledge | An anime illustration of Sydney Opera House sitting next to Eiffel tower, under a blue night sky of roiling energy, exploding yellow stars, and radiating swirls of blu |
2019.png | 63.237368 | 68.0011 | 65.691671 | 1.447321 | 1.196975 | 1.129094 | Unidiffuser | Basic | Produce & Plants | a flower |
134.png | 45.979074 | 48.714199 | 44.588562 | 1.225819 | 1.151658 | 0.998683 | Controlnet | Fine-grained Detail | Artifacts | purple lego dollhouse with a pool and a swing |
1375.png | 44.879235 | 44.342997 | 41.754842 | 0.88258 | 0.864505 | 1.11921 | Lafite | Imagination | Artifacts | a sword slicing through a loaf of bread |
1711.png | 66.184243 | 61.689131 | 67.182832 | 1.04853 | 1.341641 | 1.242521 | stable-diffusion | Complex | Indoor Scenes | A cozy living room with a painting of a corgi on the wall above a couch and a round coffee table in front of a couch and a vase of flowers on a coffee table |
1289.png | 33.619712 | 38.916802 | 41.605468 | 0.692483 | 1.11921 | 0.994135 | Lafite | Complex | Vehicles | a blue semi-truck and its trailer jumping over a row of motorcycles. there are metal ramps on either side of the motorcycles. |
1068.png | 48.66125 | 46.701987 | 42.594088 | 1.472556 | 1.429022 | 1.118034 | Glide | Writing & Symbols | Indoor Scenes | a yellow wall with 'Hello, world.' written on it |
1709.png | 56.044201 | 52.168867 | 57.765901 | 1.424411 | 1.414214 | 1.308877 | stable-diffusion | Complex | Indoor Scenes | A cozy living room with a painting of a corgi on the wall above a couch and a round coffee table in front of a couch and a vase of flowers on a coffee table |
111.png | 51.102091 | 52.21943 | 53.518579 | 1.414214 | 1.256562 | 1.410487 | Controlnet | Complex | Indoor Scenes | A cozy living room with a painting of a corgi on the wall above a couch and a round coffee table in front of a couch and a vase of flowers on a coffee table |
1198.png | 36.515465 | 41.956063 | 41.917918 | 0.83421 | 1.031662 | 1.03999 | Glide | Linguistic Structures | World Knowledge | An aerial view of Ha Long Bay without any boats |
1510.png | 43.257416 | 45.541664 | 43.112103 | 0.864505 | 0.940325 | 0.978721 | Lafite | Quantity | Indoor Scenes | two pianos next to each other |
1907.png | 54.999629 | 51.25066 | 46.404563 | 1.174286 | 1.145931 | 0.825578 | stable-diffusion | Quantity | Illustrations | three small yellow boxes |
1789.png | 56.438244 | 52.19556 | 55.642023 | 1.03999 | 1.025978 | 0.933459 | stable-diffusion | Imagination | Indoor Scenes | a small kitchen with a white goat in it |
179.png | 59.75915 | 55.273566 | 46.774139 | 1.050063 | 1.209611 | 1.073334 | Controlnet | Imagination | Produce & Plants | an orange wearing a cowboy hat |
1825.png | 38.618652 | 34.843906 | 37.276198 | 1.050063 | 0.871914 | 1.043185 | stable-diffusion | Style & Format | Illustrations | an emoji of a baby penguin wearing a blue hat, red gloves, green shirt, and yellow pants |
1521.png | 35.456031 | 34.229326 | 38.511265 | 0.933459 | 1.028992 | 0.936586 | Lafite | Perspective | Animals | view of a giraffe and a zebra in the middle of a field |
1565.png | 41.658975 | 41.452048 | 40.238929 | 0.95819 | 0.936586 | 1.025978 | Lafite | Linguistic Structures | People | a classroom without any students |
1010.png | 40.603779 | 40.493223 | 37.491179 | 0.967906 | 1.099043 | 0.854982 | Glide | Style & Format | Vehicles | a cartoon of a train going to the moon |
2158.png | 52.719643 | 55.509107 | 53.493631 | 1.169795 | 1.071153 | 1.190975 | Unidiffuser | Fine-grained Detail | World Knowledge | a teddy bear on a skateboard in times square |
1025.png | 39.044234 | 39.674221 | 42.294937 | 1.054093 | 0.881917 | 1.03999 | Glide | Style & Format | Illustrations | an emoji of a baby penguin wearing a blue hat, red gloves, green shirt, and yellow pants |
2152.png | 28.426117 | 29.580072 | 28.385828 | 0.452414 | 0.485071 | 0.638666 | Unidiffuser | Fine-grained Detail | Outdoor Scenes | a fall landscape with a small cottage next to a lake |
1352.png | 36.372685 | 41.82894 | 51.95408 | 0.74516 | 1.045738 | 1.337712 | Lafite | Fine-grained Detail | Outdoor Scenes | a fall landscape with a small cottage next to a lake |
527.png | 51.21759 | 42.156043 | 54.283249 | 1.414214 | 1.097578 | 1.089423 | DALLE | Fine-grained Detail | People | a library filled with kids reading books |
1316.png | 36.403774 | 38.661207 | 43.608556 | 0.875094 | 1.154701 | 1.429022 | Lafite | Complex | World Knowledge | An anime illustration of Sydney Opera House sitting next to Eiffel tower, under a blue night sky of roiling energy, exploding yellow stars, and radiating swirls of blu |
1739.png | 55.922125 | 55.277693 | 54.695696 | 1.218282 | 1.225819 | 1.348488 | stable-diffusion | Fine-grained Detail | Produce & Plants | a small garden with an apple tree behind it |
1301.png | 45.400468 | 44.135551 | 44.809056 | 1.020263 | 1.03999 | 0.933302 | Lafite | Complex | Food & Beverage | a pineapple with one beer to its left and two beers on its right |
2054.png | 58.991622 | 57.080148 | 56.41094 | 1.316894 | 1.308877 | 1.308877 | Unidiffuser | Simple Detail | Artifacts | a teddy bear on a skateboard |
1790.png | 49.10299 | 41.665368 | 48.974947 | 1.239694 | 0.933459 | 1.43637 | stable-diffusion | Imagination | Indoor Scenes | a small kitchen with a white goat in it |
1116.png | 40.759134 | 41.460719 | 38.800451 | 1.071153 | 1.089423 | 1.100239 | Glide | Quantity | World Knowledge | Times Square with thousands of dogs running around |
2024.png | 45.54703 | 43.642241 | 53.506735 | 0.772328 | 0.606339 | 1.020836 | Unidiffuser | Basic | Illustrations | a book cover |
1196.png | 45.021955 | 49.751453 | 47.960979 | 0.998683 | 1.239694 | 1.017393 | Glide | Linguistic Structures | World Knowledge | An aerial view of Ha Long Bay without any boats |
1190.png | 41.688021 | 51.414496 | 55.835779 | 1.019546 | 1.293709 | 1.341641 | Glide | Linguistic Structures | Indoor Scenes | a kitchen without a refrigerator |
2095.png | 44.143664 | 43.620651 | 45.678935 | 1.099043 | 0.994723 | 0.945905 | Unidiffuser | Complex | Artifacts | a propaganda poster depicting a cat dressed as french emperor napoleon holding a piece of cheese |
218.png | 68.179152 | 60.214814 | 52.971056 | 1.182227 | 1.394538 | 1.571958 | Controlnet | Style & Format | Produce & Plants | A photo of a lotus flower made of water. |
463.png | 60.942743 | 63.99019 | 60.217754 | 1.080935 | 0.898342 | 1.313893 | DALLE | Simple Detail | Food & Beverage | A bowl of Chicken Pho |
518.png | 52.025218 | 48.946577 | 52.702521 | 1.356272 | 1.281447 | 1.316894 | DALLE | Complex | World Knowledge | An anime illustration of Sydney Opera House sitting next to Eiffel tower, under a blue night sky of roiling energy, exploding yellow stars, and radiating swirls of blu |
974.png | 36.452878 | 44.307516 | 42.144125 | 0.707107 | 0.994723 | 1.069924 | Glide | Imagination | Artifacts | a sword slicing through a loaf of bread |
445.png | 60.010924 | 63.33573 | 60.784791 | 0.994723 | 0.933459 | 1.273206 | DALLE | Simple Detail | People | a woman with long hair |
1302.png | 43.273086 | 40.309017 | 40.617514 | 1.03999 | 0.779864 | 0.737468 | Lafite | Complex | Food & Beverage | a pineapple with one beer to its left and two beers on its right |
764.png | 60.661186 | 62.577475 | 60.148543 | 1.454575 | 1.134262 | 1.429022 | DALLE | Linguistic Structures | People | a classroom without any students |
575.png | 54.419507 | 53.704761 | 64.174316 | 1.089423 | 1.099043 | 0.95819 | DALLE | Imagination | Artifacts | a sword slicing through a loaf of bread |
56.png | 60.192485 | 58.93479 | 45.194371 | 1.341641 | 1.316894 | 1.357242 | Controlnet | Simple Detail | Produce & Plants | a pumpkin with a candle in it |
1117.png | 39.934844 | 42.780383 | 38.503329 | 1.099043 | 1.239694 | 1.089423 | Glide | Quantity | World Knowledge | Times Square with thousands of dogs running around |
2014.png | 41.005241 | 40.373929 | 55.415712 | 1.005249 | 0.809303 | 1.281447 | Unidiffuser | Basic | Artifacts | a bench |
2132.png | 26.627285 | 33.241909 | 43.963705 | 0.392953 | 0.812728 | 1.187656 | Unidiffuser | Fine-grained Detail | Artifacts | purple lego dollhouse with a pool and a swing |
2252.png | 49.02364 | 52.54762 | 44.192321 | 1.019546 | 1.165287 | 0.923381 | Unidiffuser | Writing & Symbols | Artifacts | A sign that says Deep Learning |
1105.png | 44.028303 | 44.440114 | 36.614105 | 1.313893 | 1.429022 | 0.894427 | Glide | Quantity | Illustrations | three small yellow boxes |
1091.png | 38.557154 | 51.251649 | 48.904898 | 0.685994 | 1.089423 | 1.151658 | Glide | Quantity | Vehicles | two motorcycles facing each other |
1673.png | 64.441399 | 61.416176 | 66.074117 | 1.105542 | 1.301821 | 1.145931 | stable-diffusion | Simple Detail | Outdoor Scenes | Sunset over the sea |
422.png | 57.756721 | 56.365971 | 62.934241 | 1.147079 | 1.308877 | 1.067872 | DALLE | Basic | Food & Beverage | a green pepper |
1822.png | 44.229246 | 48.800299 | 52.665289 | 0.820783 | 1.208522 | 1.234376 | stable-diffusion | Style & Format | Food & Beverage | a painting of the food of china |
1942.png | 38.219151 | 36.630324 | 40.607928 | 1.076055 | 0.857493 | 1.100239 | stable-diffusion | Perspective | Food & Beverage | a close-up of an old-fashioned cocktail |
2276.png | 47.826814 | 51.643637 | 53.558148 | 1.031095 | 0.998683 | 1.071153 | Unidiffuser | Writing & Symbols | World Knowledge | A green sign that says "Very Deep Learning" and is at the edge of the Grand Canyon. |
2350.png | 61.058438 | 61.662023 | 54.68843 | 1.308877 | 1.225819 | 1.308877 | Unidiffuser | Perspective | Indoor Scenes | an aerial view of a dining room |
1435.png | 39.227653 | 44.945893 | 47.220953 | 0.887041 | 0.753937 | 0.933302 | Lafite | Style & Format | Outdoor Scenes | a painting of a white country home with a wrap-around porch |
1355.png | 38.648045 | 45.607437 | 51.775666 | 0.685994 | 1.276302 | 1.431782 | Lafite | Fine-grained Detail | Outdoor Scenes | a fall landscape with a small cottage next to a lake |
1599.png | 43.839248 | 49.225176 | 46.236535 | 1.06513 | 1.151658 | 1.317893 | Lafite | Linguistic Structures | World Knowledge | An aerial view of Ha Long Bay without any boats |
1753.png | 67.31949 | 68.109569 | 66.587388 | 0.942809 | 1.067872 | 1.100239 | stable-diffusion | Fine-grained Detail | Outdoor Scenes | a fall landscape with a small cottage next to a lake |
941.png | 44.427503 | 43.663237 | 41.063324 | 0.998683 | 0.875094 | 0.809303 | Glide | Fine-grained Detail | Food & Beverage | a bloody mary cocktail next to a napkin |
1650.png | 35.032342 | 36.580081 | 43.084389 | 0.801315 | 0.767772 | 1.080935 | stable-diffusion | Simple Detail | Vehicles | A red bus is driving on the road |
962.png | 50.979345 | 55.622178 | 54.453587 | 0.809303 | 0.951453 | 1.268028 | Glide | Imagination | Animals | A blue colored dog |
1777.png | 65.157706 | 64.791577 | 67.271613 | 1.054093 | 1.04853 | 1.167293 | stable-diffusion | Imagination | Produce & Plants | an orange wearing a cowboy hat |
719.png | 56.582417 | 52.114197 | 53.247768 | 1.182103 | 1.356272 | 1.169795 | DALLE | Quantity | World Knowledge | Times Square with thousands of dogs running around |
1259.png | 37.41526 | 41.609583 | 39.776033 | 0.809303 | 0.832352 | 1 | Lafite | Simple Detail | Produce & Plants | a pumpkin with a candle in it |
414.png | 57.895297 | 52.903479 | 54.670821 | 1 | 1.256562 | 1.196486 | DALLE | Basic | Artifacts | a bench |
1891.png | 61.628937 | 59.682213 | 60.558196 | 1.260743 | 1.277333 | 1.273206 | stable-diffusion | Quantity | Vehicles | two motorcycles facing each other |
1055.png | 34.613892 | 42.66976 | 41.211766 | 0.894792 | 0.991189 | 0.988087 | Glide | Writing & Symbols | Artifacts | A sign that says Deep Learning |
1404.png | 47.217748 | 41.577805 | 49.884559 | 1.046297 | 0.764719 | 1.196486 | Lafite | Style & Format | People | a portrait of a man wearing sunglasses and a business suit, painting in pop art style |
1948.png | 55.026776 | 56.015438 | 53.892689 | 1.260743 | 1.164158 | 1.386969 | stable-diffusion | Perspective | Indoor Scenes | an aerial view of a dining room |
2321.png | 47.278798 | 37.804829 | 47.803302 | 1.182103 | 0.737468 | 0.683986 | Unidiffuser | Perspective | Animals | view of a giraffe and a zebra in the middle of a field |
1665.png | 37.200887 | 40.0944 | 46.71816 | 0.936586 | 1.078769 | 1.313893 | stable-diffusion | Simple Detail | Illustrations | A heart made of chocolate |
239.png | 51.451579 | 52.182485 | 52.338553 | 1.503505 | 1.316894 | 1.169795 | Controlnet | Style & Format | World Knowledge | Downtown Shanghai at sunrise. detailed ink wash. |
252.png | 56.502048 | 57.3775 | 50.393186 | 1.218282 | 1.251315 | 0.917663 | Controlnet | Writing & Symbols | Artifacts | A sign that says Deep Learning |
2217.png | 54.710119 | 52.217987 | 56.873765 | 1.251315 | 1.169795 | 1.225819 | Unidiffuser | Style & Format | Produce & Plants | A photo of a lotus flower made of water. |
173.png | 58.259985 | 50.231494 | 53.411184 | 1.234376 | 1.348488 | 1.276302 | Controlnet | Imagination | Artifacts | a sword slicing through a loaf of bread |
767.png | 58.790817 | 56.088976 | 60.244961 | 1.395481 | 1.399248 | 1.571958 | DALLE | Linguistic Structures | People | a classroom without any students |
1455.png | 45.832797 | 48.592077 | 42.078371 | 0.945905 | 0.988087 | 1.182103 | Lafite | Writing & Symbols | Artifacts | A sign that says Deep Learning |
237.png | 53.230842 | 48.715429 | 52.945416 | 1.431782 | 1.424411 | 1.376494 | Controlnet | Style & Format | World Knowledge | Downtown Shanghai at sunrise. detailed ink wash. |
781.png | 56.412834 | 55.601839 | 40.54325 | 1.231174 | 1.251315 | 0.898342 | DALLE | Linguistic Structures | Food & Beverage | a plate that has no bananas on it. there is a glass without orange juice next to it. |
1812.png | 57.321749 | 56.898105 | 42.21371 | 0.994723 | 0.945905 | 0.942809 | stable-diffusion | Style & Format | Artifacts | A spaceship made of cardboard. |
785.png | 61.580017 | 57.899148 | 51.322852 | 1.446411 | 1.46539 | 1.356272 | DALLE | Linguistic Structures | Illustrations | We painted the wall with cracks. |
555.png | 62.54295 | 65.576077 | 67.58735 | 1.056309 | 1.149625 | 1.025978 | DALLE | Fine-grained Detail | Outdoor Scenes | a fall landscape with a small cottage next to a lake |
874.png | 47.989741 | 55.472202 | 63.216687 | 0.945905 | 0.898342 | 0.942809 | Glide | Simple Detail | Outdoor Scenes | Sunset over the sea |
1127.png | 40.653193 | 41.97237 | 37.105501 | 0.967906 | 0.60214 | 0.618347 | Glide | Perspective | People | two people facing each other |
485.png | 64.755794 | 57.728531 | 65.43467 | 0.973329 | 1.017393 | 1.076055 | DALLE | Complex | People | a grandmother reading a book to her grandson and granddaughter |
100.png | 51.552979 | 53.230904 | 42.932411 | 1.276302 | 1.48324 | 0.978721 | Controlnet | Complex | Food & Beverage | a pineapple with one beer to its left and two beers on its right |
44.png | 51.065161 | 48.435937 | 54.83651 | 0.998683 | 0.885226 | 0.951453 | Controlnet | Simple Detail | People | a woman with long hair |
1207.png | 40.253822 | 37.674191 | 53.70649 | 0.737468 | 0.83421 | 1.333772 | Lafite | Basic | People | a girl |
649.png | 54.032313 | 47.490694 | 51.49873 | 1.281447 | 1.225819 | 1.213954 | DALLE | Writing & Symbols | Vehicles | a hot air balloon with chameleon logo. the sun is shining and puffy white clouds are in the background. |
247.png | 61.596488 | 60.25741 | 41.154046 | 1.080935 | 1.051315 | 1.11921 | Controlnet | Writing & Symbols | People | the word 'HELLO' on a girl's face |
2228.png | 50.613205 | 53.333765 | 54.201731 | 1.234376 | 1.293709 | 1.321881 | Unidiffuser | Style & Format | Arts | an oil painting of a tree and a building |
1539.png | 43.939389 | 46.425874 | 44.934993 | 0.895081 | 1.06513 | 1.108183 | Lafite | Perspective | Produce & Plants | a cross-section view of a walnut |
2140.png | 51.887542 | 49.939537 | 49.379006 | 1.256562 | 1.208522 | 1.301821 | Unidiffuser | Fine-grained Detail | Food & Beverage | a bloody mary cocktail next to a napkin |
707.png | 58.623075 | 59.409464 | 62.773964 | 1.431782 | 1.431782 | 1.482352 | DALLE | Quantity | Illustrations | three small yellow boxes |
1310.png | 30.076178 | 36.284394 | 38.295428 | 0.501631 | 0.787327 | 0.875261 | Lafite | Complex | Indoor Scenes | A cozy living room with a painting of a corgi on the wall above a couch and a round coffee table in front of a couch and a vase of flowers on a coffee table |
1391.png | 40.9313 | 40.094474 | 42.281735 | 1.014515 | 1.020836 | 0.917663 | Lafite | Imagination | Indoor Scenes | a small kitchen with a white goat in it |
2180.png | 46.283975 | 40.270387 | 37.853593 | 1.386969 | 1.11921 | 1.025978 | Unidiffuser | Imagination | Food & Beverage | A bowl of soup that looks like a monster with tofu says deep learning |
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Check out the documentation for more information.
Dataset from paper [CICAI2023] AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: from the Perspectives of Quality, Authenticity and Correspondence
Seems that this dataset does not have a specified license. Please refer to the original source and paper for more information on its usage and redistribution policies.
https://github.com/wangjiarui153/AIGCIQA2023
@misc{wang2023aigciqa2023,
title={AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: from the Perspectives of Quality, Authenticity and Correspondence},
author={Jiarui Wang and Huiyu Duan and Jing Liu and Shi Chen and Xiongkuo Min and Guangtao Zhai},
year={2023},
eprint={2307.00211},
archivePrefix={arXiv},
primaryClass={cs.CV}
}