Datasets:

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PUG_SPAR

world_name stringclasses 10 values	character_name stringclasses 11 values	character2_name stringclasses 33 values	character1_pos stringclasses 2 values	character2_pos stringclasses 2 values	character_texture stringclasses 3 values	character2_texture stringclasses 3 values
desert	Anlylosaurus	blank	left	right	Default	Default
desert	Anlylosaurus	Goldfish	left	right	Default	Default
desert	Anlylosaurus	Caribou	left	right	Default	Default
desert	Anlylosaurus	Elephant	left	right	Default	Default
desert	Anlylosaurus	Camel	left	right	Default	Default
desert	Anlylosaurus	Penguin	left	right	Default	Default
desert	Anlylosaurus	Zebra	left	right	Default	Default
desert	Anlylosaurus	Bear	left	right	Default	Default
desert	Anlylosaurus	Beaver	left	right	Default	Default
desert	Anlylosaurus	Cattle	left	right	Default	Default
desert	Anlylosaurus	Armadillo	left	right	Default	Default
desert	Anlylosaurus	Gecko	left	right	Default	Default
desert	Anlylosaurus	Crow	left	right	Default	Default
desert	Anlylosaurus	Scorpion	left	right	Default	Default
desert	Anlylosaurus	GiantTortoise	left	right	Default	Default
desert	Anlylosaurus	Tarantula	left	right	Default	Default
desert	Anlylosaurus	Rhinoceros	left	right	Default	Default
desert	Anlylosaurus	Dolphin	left	right	Default	Default
desert	Anlylosaurus	EarlessSeal	left	right	Default	Default
desert	Anlylosaurus	Goat	left	right	Default	Default
desert	Anlylosaurus	Hippopotamus	left	right	Default	Default
desert	Anlylosaurus	Horse	left	right	Default	Default
desert	Anlylosaurus	Impala	left	right	Default	Default
desert	Anlylosaurus	Lion	left	right	Default	Default
desert	Anlylosaurus	Orca	left	right	Default	Default
desert	Anlylosaurus	Pig	left	right	Default	Default
desert	Anlylosaurus	Rabbit	left	right	Default	Default
desert	Anlylosaurus	Squirrel	left	right	Default	Default
desert	Anlylosaurus	Chicken	left	right	Default	Default
desert	Anlylosaurus	WhiteShark	left	right	Default	Default
desert	Anlylosaurus	Anlylosaurus	left	right	Default	Default
desert	Anlylosaurus	BlackRockFish	left	right	Default	Default
desert	Anlylosaurus	PoisonDartFrog	left	right	Default	Default
arena	Anlylosaurus	blank	left	right	Default	Default
arena	Anlylosaurus	Goldfish	left	right	Default	Default
arena	Anlylosaurus	Caribou	left	right	Default	Default
arena	Anlylosaurus	Elephant	left	right	Default	Default
arena	Anlylosaurus	Camel	left	right	Default	Default
arena	Anlylosaurus	Penguin	left	right	Default	Default
arena	Anlylosaurus	Zebra	left	right	Default	Default
arena	Anlylosaurus	Bear	left	right	Default	Default
arena	Anlylosaurus	Beaver	left	right	Default	Default
arena	Anlylosaurus	Cattle	left	right	Default	Default
arena	Anlylosaurus	Armadillo	left	right	Default	Default
arena	Anlylosaurus	Gecko	left	right	Default	Default
arena	Anlylosaurus	Crow	left	right	Default	Default
arena	Anlylosaurus	Scorpion	left	right	Default	Default
arena	Anlylosaurus	GiantTortoise	left	right	Default	Default
arena	Anlylosaurus	Tarantula	left	right	Default	Default
arena	Anlylosaurus	Rhinoceros	left	right	Default	Default
arena	Anlylosaurus	Dolphin	left	right	Default	Default
arena	Anlylosaurus	EarlessSeal	left	right	Default	Default
arena	Anlylosaurus	Goat	left	right	Default	Default
arena	Anlylosaurus	Hippopotamus	left	right	Default	Default
arena	Anlylosaurus	Horse	left	right	Default	Default
arena	Anlylosaurus	Impala	left	right	Default	Default
arena	Anlylosaurus	Lion	left	right	Default	Default
arena	Anlylosaurus	Orca	left	right	Default	Default
arena	Anlylosaurus	Pig	left	right	Default	Default
arena	Anlylosaurus	Rabbit	left	right	Default	Default
arena	Anlylosaurus	Squirrel	left	right	Default	Default
arena	Anlylosaurus	Chicken	left	right	Default	Default
arena	Anlylosaurus	WhiteShark	left	right	Default	Default
arena	Anlylosaurus	Anlylosaurus	left	right	Default	Default
arena	Anlylosaurus	BlackRockFish	left	right	Default	Default
arena	Anlylosaurus	PoisonDartFrog	left	right	Default	Default
ocean floor	Anlylosaurus	blank	left	right	Default	Default
ocean floor	Anlylosaurus	Goldfish	left	right	Default	Default
ocean floor	Anlylosaurus	Caribou	left	right	Default	Default
ocean floor	Anlylosaurus	Elephant	left	right	Default	Default
ocean floor	Anlylosaurus	Camel	left	right	Default	Default
ocean floor	Anlylosaurus	Penguin	left	right	Default	Default
ocean floor	Anlylosaurus	Zebra	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	GiantTortoise	left	right	Default	Default
ocean floor	Anlylosaurus	Tarantula	left	right	Default	Default
ocean floor	Anlylosaurus	Rhinoceros	left	right	Default	Default
ocean floor	Anlylosaurus	Dolphin	left	right	Default	Default
ocean floor	Anlylosaurus	EarlessSeal	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	right	Default	Default
race track	Anlylosaurus	blank	left	right	Default	Default

End of preview. Expand in Data Studio

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

Downloads last month: 19

Size of downloaded dataset files:

17.2 GB

Size of the auto-converted Parquet files:

17.2 GB

Number of rows:

43,560

Paper for facebook/PUG_SPAR

PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning

Paper • 2308.03977 • Published Aug 8, 2023