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image
imagewidth (px)
512
512
world_name
stringclasses
10 values
character_name
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Default
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Default
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Default
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Default
Default
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Default
Default
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Default
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Default
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Default
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Default
Default
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Default
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Default
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Default
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Default
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Default
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Default
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Default
Default
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Default
Default
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Anlylosaurus
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Default
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Default
Default
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Anlylosaurus
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Default
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Anlylosaurus
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Default
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Anlylosaurus
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Default
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Anlylosaurus
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Default
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Default
Default
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Anlylosaurus
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Default
Default
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Anlylosaurus
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left
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Default
Default
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Default
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Default
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Default
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Default
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Default
Default
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Default
Default
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Anlylosaurus
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right
Default
Default
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Anlylosaurus
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Default
Default
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Anlylosaurus
Lion
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Default
Default
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Anlylosaurus
Orca
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Default
Default
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Anlylosaurus
Pig
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right
Default
Default
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Anlylosaurus
Rabbit
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Default
Default
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Anlylosaurus
Squirrel
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Default
Default
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Anlylosaurus
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Default
Default
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Default
Default
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Anlylosaurus
Anlylosaurus
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Default
Default
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Anlylosaurus
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Default
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Anlylosaurus
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Default
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Default
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Anlylosaurus
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Default
Default
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Anlylosaurus
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Default
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Anlylosaurus
Camel
left
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Default
Default
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Anlylosaurus
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left
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Default
Default
ocean floor
Anlylosaurus
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left
right
Default
Default
ocean floor
Anlylosaurus
Bear
left
right
Default
Default
ocean floor
Anlylosaurus
Beaver
left
right
Default
Default
ocean floor
Anlylosaurus
Cattle
left
right
Default
Default
ocean floor
Anlylosaurus
Armadillo
left
right
Default
Default
ocean floor
Anlylosaurus
Gecko
left
right
Default
Default
ocean floor
Anlylosaurus
Crow
left
right
Default
Default
ocean floor
Anlylosaurus
Scorpion
left
right
Default
Default
ocean floor
Anlylosaurus
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left
right
Default
Default
ocean floor
Anlylosaurus
Tarantula
left
right
Default
Default
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Anlylosaurus
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left
right
Default
Default
ocean floor
Anlylosaurus
Dolphin
left
right
Default
Default
ocean floor
Anlylosaurus
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left
right
Default
Default
ocean floor
Anlylosaurus
Goat
left
right
Default
Default
ocean floor
Anlylosaurus
Hippopotamus
left
right
Default
Default
ocean floor
Anlylosaurus
Horse
left
right
Default
Default
ocean floor
Anlylosaurus
Impala
left
right
Default
Default
ocean floor
Anlylosaurus
Lion
left
right
Default
Default
ocean floor
Anlylosaurus
Orca
left
right
Default
Default
ocean floor
Anlylosaurus
Pig
left
right
Default
Default
ocean floor
Anlylosaurus
Rabbit
left
right
Default
Default
ocean floor
Anlylosaurus
Squirrel
left
right
Default
Default
ocean floor
Anlylosaurus
Chicken
left
right
Default
Default
ocean floor
Anlylosaurus
WhiteShark
left
right
Default
Default
ocean floor
Anlylosaurus
Anlylosaurus
left
right
Default
Default
ocean floor
Anlylosaurus
BlackRockFish
left
right
Default
Default
ocean floor
Anlylosaurus
PoisonDartFrog
left
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Default
Default
race track
Anlylosaurus
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right
Default
Default

PUG: SPAR

PUG: SPAR (Scene, Position, Attribute, Relation) contains 43,560 test samples, with image-caption pairs that evaluate VLMs scene and object recognition, as well as inter-object and object-attribute relationships respectively. We utilize scenes containing up to two objects in 4 unique spatial relationships and 4 different texture variations.

LICENSE

The datasets are distributed under the CC-BY-NC, with the addenda that they should not be used to train Generative AI models.

Citing PUG

If you use one of the PUG datasets, please cite:

@misc{bordes2023pug,
      title={PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning}, 
      author={Florian Bordes and Shashank Shekhar and Mark Ibrahim and Diane Bouchacourt and Pascal Vincent and Ari S. Morcos},
      year={2023},
      eprint={2308.03977},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

To learn more about the PUG datasets:

Please visit the website and the github

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